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Refers to:Excel | Excel 2013 | Ured 2016 | VBA
Follow these tips to optimize many common performance bottlenecks in Excel.
Optimize references and links
Learn how to improve performance related to reference and link types.
Do not use forward and backward referencing
To increase clarity and avoid errors, design your formulas so that they do not point forward (to the right or below) to other formulas or cells. Forward forwarding usually does not affect calculation performance, except in extreme cases for the first calculation of a workbook, where it might take longer to establish a reasonable sequence of calculations if there are many formulas whose calculations need to be deferred.
Reduce the use of circular references with repetition
Calculating circular references with iterations is slow because multiple calculations are required, and these calculations are single-threaded. You can often "unwrap" circular references using algebra so that the iterative calculation is no longer necessary. For example, in cash flow and interest calculations, try to calculate cash flow before interest, calculate interest, and then calculate cash flow including interest.
Excel calculates circular references sheet by sheet without considering dependencies. So you tend to get slow calculations if your circular references span more than one worksheet. Try moving circular calculations to a single worksheet or optimize the sequence of worksheet calculations to avoid unnecessary calculations.
Before the iterative calculations begin, Excel must recalculate the workbook to identify all circular references and their dependencies. This process is equivalent to two or three iterations of the calculation.
After circular references and their dependents are identified, each iteration requires Excel to calculate not only all cells in the circular reference, but also all cells that depend on cells in the circular reference chain, along with non-constant cells and their dependents. If you have a complex calculation that depends on cells in a circular reference, it may be faster to isolate it to a separate closed workbook and open it for recalculation after the circular calculation is merged.
It is important to reduce the number of cells in the circular calculation and the calculation time taken by these cells.
Avoid links between workbooks
Avoid links between workbooks when possible; they can be slow, break easily and are not always easy to find and fix.
Using fewer larger workbooks is usually, but not always, better than using many smaller workbooks. Some exceptions to this might be when you have many front-end calculations that are recalculated so infrequently that it makes sense to put them in a separate workbook, or when you don't have enough RAM.
Try using simple direct cell references that work on closed workbooks. This way you can avoid recalculationallyour linked workbooks when you recalculateanyworkbook. You can also see the values that Excel has read from a closed workbook, which is often important for debugging and revising the workbook.
If you can't avoid using linked workbooks, try opening them all instead of closing them, and open the workbooks they're linked to before you open the workbooks they're linked to.
Reduce links between worksheets
Using a large number of worksheets can make your workbook easier to use, but it is generally slower to calculate references to other worksheets than references within worksheets.
Minimize the range used
To save memory and reduce file size, Excel tries to store data only about the area of the worksheet that has been used. This is calledrange used. Sometimes various editing and formatting operations extend the used range well beyond what you would currently consider used. This may cause performance issues and file size issues.
You can check the visible range used in the worksheet using Ctrl+End. If this is excessive, consider deleting all rows and columns below and to the right of your actual last used cell, then saving the workbook. Make a backup first. If you have formulas with ranges that extend into or refer to the deleted range, those ranges will shrink or change to#N/A.
Allow additional data
When you frequently add rows or columns of data to your worksheets, you need to find a way to have your Excel formulas automatically point to the new data range, instead of trying to find and change your formulas each time.
You can do this by using a large range in your formulas that extends far beyond your current data limits. However, this can cause the calculation to be inefficient under certain circumstances, and is difficult to maintain because deleting rows and columns can reduce the range without you noticing.
Use structured table references (recommended)
Starting with Excel 2007, you can use structured table references, which automatically expand and contract as the size of the reference table increases or decreases.
This solution has several advantages:
There are fewer performance drawbacks than the alternatives of full column referencing and dynamic ranges.
It's easy to have multiple data tables on a single worksheet.
Formulas embedded in a table also expand and collapse with the data.
Alternatively, use whole column and row references
An alternative approach is to use the entire column reference, for example$A:$A. This reference returns all the rows in column A. So you can add as much data as you want, and the reference will always include it.
This solution has both advantages and disadvantages:
Many Excel built-in functions (AMOUNT,SUMIF) efficiently calculate the references of the entire column because they automatically recognize the last used row in the column. However, the array calculation works asSUMPROIZVODor cannot process entire column references or calculate all cells in a column.
User-defined functions do not automatically recognize the last used row in a column and therefore often inefficiently calculate the references of the entire column. However, it is easy to program user-defined functions to recognize the last line used.
It is difficult to use whole column references when you have multiple tables of data in a single worksheet.
In Excel 2007 and later, field formulas can handle whole column references, but this forces a calculation for all cells in the column, including empty cells. This can be slow to compute, especially for 1 million rows.
Alternatively, use dynamic ranges
By usingOFFSETorINDEXiCOUNTAfunction in the named range definition, you can make the area to which the named range applies expand and contract dynamically. For example, create a defined name using one of the following formulas:
=OFFSET(Sheet1!$A$1,0,0,COUNTA(Sheet1!$A:$A),1) =Sheet1!$A$1:INDEX(Sheet1!$A:$A,COUNTA(Sheet1!$A: $A)+RED(List1!$A$1) - 1,1)
When you use a dynamic range name in a formula, it automatically expands to include the new entries.
UseINDEXthe dynamic range formula is generally preferable toOFFSETformula becauseOFFSEThas the disadvantage of being an unstable function that will be recalculated at each recalculation.
Efficiency decreases becauseCOUNTAa function within a dynamic range formula must examine many rows. You can reduce this performance degradation by storingCOUNTApart of the formula in a separate cell or defined name, then referencing the cell or name in the dynamic range:
Counts!z1=COUNTA(Sheet1!$A:$A) OffsetDynamicRange=OFFSET(Sheet1!$A$1,0,0,Counts!$Z$1,1) IndexDynamicRange=Sheet1!$A$1:INDEX(Sheet1!$A :$A,Broji!$Z$1+RED(List1!$A$1) - 1,1)
You can also use functions such asINDIRECTLYto construct dynamic ranges butINDIRECTLYis volatile and always computes single-threaded.
Dynamic ranges have the following advantages and disadvantages:
Dynamic ranges work well for limiting the number of calculations performed by array formulas.
Using multiple dynamic ranges within a single column requires special purpose counting functions.
Using a large number of dynamic ranges can reduce performance.
Improve lookup calculation time
In Office 365 version 1809 and later, Excel's VLOOKUP, HLOOKUP, and MATCH for exact matching on unsorted data is much faster than ever before when looking up multiple columns (or rows with HLOOKUP) from the same table range.
However, for older versions of Excel, lookups are still often significant obstacles to calculation. Fortunately, there are many ways to improve the lookup calculation time. If you use the exact match option, the computation time for the function is proportional to the number of cells scanned before a match is found. For large range searches, this time can be significant.
Search time using approximate match optionsVLOOKUP,HLOOKUP, iCOMPARE YOURSELFon sorted data it is fast and not significantly increased by the length of the range you are looking for. The characteristics are the same as for binary search.
Understanding search options
Make sure you understand the match type and range search options in theCOMPARE YOURSELF,VLOOKUP, iHLOOKUP.
The following code example shows the syntax forCOMPARE YOURSELFfunction. For more information seeMatchingmethodWorksheet functionobject.
MATCH(searchValue, searchString, matchType)
Match Type=1returns the highest match less than or equal to the search value when the search string is sorted in ascending order (approximate match). If the search field is not in ascending order, MATCH will return an incorrect answer. The default option isapproximate match in ascending order.
(Video) How to Improve Excel Performance - Common Culprits & SolutionsMatchType=0requires an exact match and assumes that the data is not sorted.
MatchType=-1returns the lowest match greater than or equal to the lookup value if the lookup string is in descending order (approximate match).
The following code example shows the syntax forVLOOKUPiHLOOKUPfunctions. For more information seeVLOOKUPiHLOOKUPmethodWorksheet functionobject.
VLOOKUP(lookup value, table field, column index number, range lookup) HLOOKUP(lookup value, table field, row index number, range lookup)
Range lookup=TRUEreturns the highest match less than or equal to the lookup value (approximate match). This is the default option. The array of the table must be sorted in ascending order.
Range lookup=FALSErequires an exact match and assumes that the data is not sorted.
Avoid searching for unsorted data where possible as it is slow. If your data is sorted but you want an exact match, take a lookUse two searches for sorted data with missing values.
Use INDEX and MATCH or OFFSET instead of VLOOKUP
Try usingINDEXiCOMPARE YOURSELFfunctions instead ofVLOOKUP. AlthoughVLOOKUPit is slightly faster (about 5 percent faster), simpler, and uses less memory than combinationCOMPARE YOURSELFiINDEX, orOFFSET, additional flexibility whichCOMPARE YOURSELFiINDEXThe offer often allows you to save a significant amount of time. For example, you can store the result of correctCOMPARE YOURSELFin a cell and reuse it in severalINDEXstatements.
TheINDEXfunction is fast and is a permanent function, which speeds up recalculation. TheOFFSETthe function is also fast; however, it is an unstable function and sometimes significantly increases the time required to process the calculation chain.
It's easy to convertVLOOKUPdoINDEXiCOMPARE YOURSELF. The following two statements return the same response:
VLOOKUP(A1, Podaci!$A$2:$F$1000,3,False) INDEX(Podaci!$A$2:$F$1000,MATCH(A1,$A$1:$A$1000,0),3)
Speed up searches
Since searching for an exact match can be slow, consider the following options to improve performance:
Use one worksheet. It is faster to keep searches and data on the same sheet.
When you can,SPECIESfirst the data (SPECIESis fast) and use approximate matching.
When you must use an exact match search, limit the range of cells that are scanned to a minimum. Use tables and structured references or dynamic range names instead of referencing large numbers of rows or columns. Sometimes you can pre-calculate the lower and upper limits of the search range.
Use two searches for sorted data with missing values
Two approximate matches are significantly faster than one exact match for searching more than a few rows.(The coverage point is about 10-20 lines.)
If you can sort your data, but still can't use approximate matching because you can't be sure that the value you're looking for exists in the search range, you can use this formula:
IF(VLOOKUP(lookup_val ,lookup_array,1,True)=lookup_val, _ VLOOKUP(lookup_val, lookup_array, stupac, True), "ne postoji")
The first part of the formula does an approximate search in the search column itself.
VLOOKUP(lookup_value, lookup_string, 1, true)
You can check if the answer from the lookup column is the same as the lookup value (in which case you have an exact match) using the following formula:
IF(VLOOKUP(lookup_val ,lookup_array,1,True)=lookup_val,
If this formula returns True, you've found an exact match, so you can do the approximate lookup again, but this time return the answer from the column you want.
VLOOKUP(lookup_value, lookup_string, column, True)
If the answer from the lookup column does not match the lookup value, you are missing a value and the formula returns "notexist".
Note that if you search for a value smaller than the smallest value in the list, you will get an error. You can solve this error by usingIFERROR, or by adding a small test value to the list.
Use the IFERROR function for unsorted data with missing values
If you must use an exact match lookup on unsorted data, and you can't be sure if a lookup value exists, you often need to handle the #N/A that is returned if no match is found. Starting with Excel 2007, you can useIFERRORa function that is both simple and fast.
IF IFERROR(VLOOKUP(lookup value, table, 2 FALSE), 0)
In earlier versions, the easy but slow way is to useIa function that contains two lookups.
IF(ISNA(VLOOKUP(lookup,table,2,FALSE)),0,_ VLOOKUP(lookup,table,2,FALSE))
You can avoid a double exact search if you use exactCOMPARE YOURSELFonce, store the result in a cell, then test the result before buildingINDEX.
U A1 =MATCH(lookupvalue,lookuparray,0) U B1 =IF(ISNA(A1),0,INDEX(tablearray,A1,column))
If you can't use two cells, use themCOUNTIF. It is generally faster than searching for an exact match.
IF (COUNTIF(lookuparray,lookupvalue)=0, 0, _ VLOOKUP(lookupval, table, 2 FALSE))
Use MATCH and INDEX to search for an exact match across multiple columns
You can often reuse a stored exactCOMPARE YOURSELFmany times. For example, if you are looking for exactly multiple columns of results, you can save time by using oneCOMPARE YOURSELFand manyINDEXstatements, not manyVLOOKUPstatements.
Add an additional column forCOMPARE YOURSELFto store results (stored_row
), and for each result column use the following:
INDEX(search_range, stored_row, column_number)
Alternatively, you can useVLOOKUPin the field formula. (Field formulas must be entered using Ctrl+-Shift+Enter. Excel will add { and } to show you that this is a field formula).
{VLOOKUP(lookupvalue,{4,2},FALSE)}
Use INDEX for a set of consecutive rows or columns
You can also return many cells from a single search operation. To search for several consecutive columns, you can useINDEXfunction in an array formula to return multiple columns at once (use 0 as the column number). You can also useINDEXfunction to return multiple rows at once.
{INDEX($A$1:$J$1000,stored_row,0)}
This returns column A to column J from the stored row created by the previous oneCOMPARE YOURSELFstatement.
Use MATCH to return a rectangular block of cells
UseCOMPARE YOURSELFiOFFSETfunctions to return a rectangular block of cells.
Use MATCH and INDEX for two-dimensional searching
You can perform a two-dimensional table search efficiently by using separate table row and column searches usingINDEXfunction with two built-inCOMPARE YOURSELFfunctions, one for row and one for column.
Use a subset range to search multiple indexes
In large worksheets, you will often need to search using multiple indexes, such as searching for the quantity of a product in a country. To do this, you can chain indexes and search using chained search values. However, this is ineffective for two reasons:
String concatenation is a computationally intensive operation.
The search will cover a large range.
It is often more efficient to calculate the subset range to search (for example, by finding the first and last rows for a country, and then searching for products within that subset range).
Consider options for a three-dimensional view
To find a table to use with a row and column, you can use the following techniques, focusing on how Excel searches for or selects a table.
If each table you want to search (the third dimension) is stored as a set of named structured tables, range names, or as a table of text strings representing the ranges, you may be able to useCHOOSEorINDIRECTLYfunctions.
UseCHOOSEand range names can be an effective method.CHOOSEit is not unstable, but it is best suited for a relatively small number of tables. This example uses dynamic
TableLookup_Value
to select a range name (NazivTablice1, NazivTablice2, ...
) to use for the lookup table.INDEX(CHOOSE(TableLookup_Value,TableName1,TableName2,TableName3), _ MATCH(RowLookup_Value,$A$2:$A$1000),MATCH(colLookup_value,$B$1:$Z$1))
The following example usesINDIRECTLYfunction i
TableLookup_Value
to dynamically create the list name to use for the lookup table. This method has the advantage that it is simple and can handle a large number of tables. BecauseINDIRECTLYis a non-persistent single-threaded function, the search is computed single-threaded on each computation even if the data has not changed. Using this method is slow.INDEX(INDIRECT("Sheet" & TableLookup_Value & "!$B$2:$Z$1000"), _ MATCH(RowLookup_Value,$A$2:$A$1000),MATCH(colLookup_value,$B$1:$Z$1))
You can also useVLOOKUPto find the name of the sheet or text string used for the table, then useINDIRECTLYfunction to convert the resulting text into a range.
INDEX(INDIRECT(VLOOKUP(TableLookup_Value,TableOfTAbles,1)),MATCH(RowLookup_Value,$A$2:$A$1000),MATCH(colLookup_value,$B$1:$Z$1))
Another technique is to aggregate all your tables into one huge table that has an extra column that identifies the individual tables. You can then use the techniques for searching multiple indexes shown in the previous examples.
Use wildcard search
TheCOMPARE YOURSELF,VLOOKUP, iHLOOKUPfunctions allow you to use wildcards?(any single character) i*(no character or any number of characters) on exact alphabetical matches. Sometimes you can use this method to avoid multiple matches.
Optimize field formulas and SUMPRODUCT
Field formulas iSUMPROIZVODare powerful, but you must handle them carefully. A single array formula can require many calculations.
The key to optimizing the calculation speed of array formulas is to ensure that the number of cells and expressions evaluated in an array formula is as small as possible. Note that an array formula is a bit like a mutable formula: if any cell it refers to has changed, is volatile, or has been recalculated, the array formula calculates all cells in the formula and evaluates all virtual cells. a calculation should be made.
To optimize the calculation speed of the field formula:
Extract expressions and range references from field formulas into separate auxiliary columns and rows. This makes much better use of Excel's smart recalculation process.
(Video) How to Resolve Excel Running Slow? [6 Solutions]Do not reference entire rows or more rows and columns than you need. Field formulas are forced to calculate all cell references in the formula even if the cells are empty or unused. With 1 million rows available starting with Excel 2007, a field formula that references an entire column is extremely slow to calculate.
Starting with Excel 2007, use structured references where you can minimize the number of cells that are evaluated by a field formula.
In versions earlier than Excel 2007, use dynamic range names where possible. Although they are fickle, it is worth it because they minimize the size of the range.
Be careful with array formulas that refer to both row and column: this forces a rectangular range calculation.
UseSUMPROIZVODif it is possible; it is slightly faster than the equivalent field formula.
Consider options for using SUM for array formulas with multiple conditions
You should always useSUMIFS,COUNTIFS, iAVERAGEIFSfunctions instead of array formulas where you can because they are much faster to calculate. Excel 2016 introduces fastMAXIFSiMINIFSfunctions.
In versions older than Excel 2007, field formulas are often used to calculate sums with multiple conditions. This is relatively easy to do, especially if you useConditional Sum Wizardin Excel, but it is often slow. There are usually much faster ways to get the same result. If you only have a few SUMs with multiple conditions, you may be able to useDSUMwhich is much faster than the equivalent field formula.
If you must use array formulas, some good methods to speed them up are as follows:
Use dynamic range names or structured table references to reduce the number of cells.
Split multiple conditions into a column of auxiliary formulas that returnHe saysorfalselyfor each row, then refer to the auxiliary column in aSUMIFor array formula. This may not reduce the number of calculations for a single array formula; however, most of the time it allows the smart recalculation process to recalculate only the formulas in the auxiliary column that need to be recalculated.
Consider merging all the conditions into one condition and then using itSUMIF.
If the data is sortable, count row groups and limit field formulas to looking at subset groups.
Prefer SUMIFS, COUNTIFS, and other IFS family functions with multiple conditions
These functions evaluate each condition in turn from left to right. Therefore, it is more efficient to set the most restrictive condition first, so that subsequent conditions only need to observe the smallest number of rows.
Consider options for using SUMPRODUCT for field formulas with multiple conditions
Starting with Excel 2007, you should always useSUMIFS,COUNTIFS, iAVERAGEIFSfunctions, and in Excel 2016MAXIFSiMINIFSfunctions, insteadSUMPROIZVODformulas where possible.
There are several advantages to using earlier versionsSUMPROIZVODinsteadAMOUNTfield formulas:
SUMPROIZVODit does not have to be entered as a string using Ctrl+Shift+Enter.
SUMPROIZVODis usually slightly faster (5 to 10 percent).
UseSUMPROIZVODfor array formulas with multiple conditions as follows:
SUMPRODUCT(--(Condition1),--(Condition2),Range toSum)
In this example,Condition1
iCondition 2
are conditional expressions such as$A$1:$A$10000<=$Z4
. Because conditional expressions returnHe saysorfalselyinstead of numbers, they must force numbers withinSUMPROIZVODfunction. You can do this using two minus signs (--), or by adding 0 (+0), or by multiplying by 1 (x1). Use--is somewhat faster than+0orx1.
Note that the size and shape of ranges or arrays used in conditional expressions and summation ranges must be the same and cannot contain entire columns.
You can also directly multiply members withinSUMPROIZVODinstead of separating them with commas:
SUMPRODUCT((Condition1)*(Condition2)*RangeSum)
This is usually slightly slower than the comma syntax and gives an error if the range to sum contains a text value. However, it is somewhat more flexible because the summation range can have, for example, multiple columns when the conditions have only one column.
Use SUMPRODUCT to multiply and add ranges and fields
In cases such as weighted average calculations, where you need to multiply a range of numbers by another range of numbers and sum the results, using the comma syntax forSUMPROIZVODcan be 20 to 25 percent faster than the input stringAMOUNT.
{=SUM($D$2:$D$10301*$E$2:$E$10301)} =SUMPROIZVOD($D$2:$D$10301*$E$2:$E$10301) =SUMPROIZVOD($D$2:$D$10301 ).,$E$2:$E$10301)
All three of these formulas produce the same result, but the third formula, which uses the comma syntax forSUMPROIZVOD, takes only about 77 percent of the calculation time required for the other two formulas.
Be aware of the potential obstacles to calculating arrays and functions
The calculation engine in Excel is optimized to take advantage of field formulas and range-related functions. However, some unusual arrangements of these formulas and functions can sometimes, but not always, cause significantly increased calculation times.
If you find a calculation obstacle involving field formulas and range functions, you should look for the following:
Partially overlapping references.
Field formulas and range functions that reference part of a block of cells that are calculated in another field formula or range function. This situation can often occur in time series analysis.
One set of formulas references by row, and another set of formulas that references the first set by column.
A large set of single-row array formulas covering a block of columns, withAMOUNTfunctions at the foot of each column.
Use functions effectively
Functions greatly extend the power of Excel, but how you use them can often affect calculation times.
Avoid single-threaded functions
Most native Excel functions work well with multi-threaded calculation. However, where possible, avoid using the following single-threaded functions:
- VBA and Automation user-defined functions (UDFs), but XLL-based UDFs can be multithreaded
- FONETSKI
- CELL when the "format" or "address" argument is used.
- INDIRECTLY
- GET THE DATA
- CUBE MEMBER
- CUBE VALUE
- CUBEMBERPROPERTY
- CUBESET
- CUBERANKEDMMER
- CUBE MEMBER
- CUBESETCOUNT
- ADDRESS where the fifth parameter (the
list_name
) is given - Any database function (DSUM, DAVERAGE, and so on) that relates to a pivot table
- ERROR.TYPE
- HYPERVEZY
Use tables for functions that handle ranges
For functions likeAMOUNT,SUMIF, iSUMIFSthat handle ranges, the calculation time is proportional to the number of used cells that you are adding or counting. Unused cells are not examined, so whole column references are relatively efficient, but it's better to make sure you don't include more used cells than you need. Use tables or calculate subset ranges or dynamic ranges.
Reduce erratic functions
Volatile functions can slow down recalculation because they increase the number of formulas that must be recalculated with each calculation.
You can often reduce the number of volatile functions by usingINDEXinsteadOFFSET, iCHOOSEinsteadINDIRECTLY. However,OFFSETis a fast function and can often be used in creative ways that give a quick calculation.
Use C or C++ user-defined functions
User-defined functions that are programmed in C or C++ and that use the C API (XLL add-in functions) generally run faster than user-defined functions that are developed using VBA or Automation (XLA or Automation add-ins). For more information seeDevelopment of Excel 2010 XLL.
The performance of VBA user-defined functions depends on how you program and call them.
Use faster VBA user-defined functions
It is usually faster to use Excel formula calculations and worksheet functions than to use VBA user-defined functions. This is because there is a small overhead for each call to the user-defined function and a significant overhead in transferring information from Excel to the user-defined function. But well-designed and called user-defined functions can be much faster than complex array formulas.
Make sure you put all references to worksheet cells in the input parameters of the user-defined function instead of in the body of the user-defined function, so you can avoid addingApplication. Volatileunnecessarily.
If you must have many formulas that use user-defined functions, make sure you are in manual calculation mode and that the calculation is run from VBA. VBA user-defined functions calculate much more slowly if the calculationit iscalled from VBA (for example, in automatic mode or when you press F9 in manual mode). This is especially true when the Visual Basic Editor (Alt+F11) is open or is open in the current Excel session.
You can capture F9 and redirect it to a VBA calculation subroutine as follows. Add this subroutine toThis workbookmodule.
Private Sub Workbook_Open() Application.OnKey "{F9}", "Recalc" End Sub
Add this routine to the standard module.
Sub Recalc() Application.Calculate MsgBox "hello" End Sub
User-defined functions in Automation Add-ins (Excel 2002 and later versions) do not incur additional costs for the Visual Basic Editor because they do not use the integrated editor. Other performance characteristics of Visual Basic 6 user-defined functions in automation add-ins are similar to VBA functions.
If your user-defined function processes each cell in the range, declare the input as a range, assign it to the variant containing the array, and repeat. If you want to efficiently handle entire column references, you must make a subset of the input range, dividing it at the intersection with the used range, as in this example.
Public Function DemoUDF(theInputRange As Range) Dim vArr As Variant Dim vCell As Variant Dim oRange As Range Set oRange=Union(theInputRange, theRange.Parent.UsedRange) vArr=oRange For Each vCell In vArr If IsNumeric(vCell) Then DemoUDF=DemoUDF +vCell Next vCell termination function
If your user-defined function uses worksheet functions or Excel object model methods to process ranges, it is generally more efficient to keep the range as an object variable than to pass all data from Excel to the user-defined function.
Function uLOOKUP(lookup_value As Variant, lookup_array As Range, _ col_num As Variant, sorted As Variant, _ NotFound As Variant) Dim vAnsa As Variant vAnsa = Application.VLookup(lookup_value, lookup_array, _ col_num, sorted) If Not IsError(vAnsa) Then uLOOKUP = vAnsa Else uLOOKUP = NotFound End If End Function
If your user-defined function is called early in the calculation chain, it can be passed as an uncalculated argument. Within a user-defined function, you can detect uncalculated cells using the following test for empty cells containing a formula:
As is ISEMPTY(Cell.Value) AND Len(Cell.formula)>0 then
Time exists for each call to a user-defined function and for each transfer of data from Excel to VBA. Sometimes a single user-defined multi-cell array formula function can help you minimize this overhead by combining multiple function calls into a single function with a multi-cell input range that returns an array of responses.
Reduce the range of cells referenced by SUM and SUMIF
ExcelAMOUNTiSUMIFfunctions are often used over a large number of cells. The calculation time for these functions is proportional to the number of cells involved, so try to minimize the range of cells that the functions are called on.
Use wildcards SUMIF, COUNTIF, SUMIFS, COUNTIFS and other IFS functions
Use wildcards?(any single character) i*(no character or any number of characters) in the criteria for alphabetic ranges as partSUMIF,COUNTIF,SUMIFS,COUNTIFS, and othersIFSfunctions.
Select a method for period to date and cumulative SUMs
There are two methods of calculating Period-to-Date or Cumulative Totals. Assume the numbers you want cumulativelyAMOUNTare in column A, and you want column B to contain the cumulative total; you can do one of the following:
You can create a formula in column B like
=SUM($A$1:$A2)
and drag it down as much as you need. The starting cell of SUM is anchored to A1, but because the ending cell has a relative row reference, it is automatically incremented by each row.You can create a formula like
=$A1
in cell B1 i=$B1+$A2
in cell B2 and drag it down as far as you need. This calculates the cumulative cell by adding the number of this row to the previous cumulativeAMOUNT.
For 1000 rows, the first method makes Excel do about 500,000 calculations, but the second method only makes Excel do about 2000 calculations.
Calculate the subset sums
When you have multiple sorted indexes for a table (for example, a site within a range), you can often save significant computation time by dynamically calculating the address of a subset of the row (or column) range to use inAMOUNTorSUMIFfunction.
To calculate the address of a subset of rows or columns:
Count the number of rows for each subset block.
Add the cumulative for each block to determine its starting row.
UseOFFSETwith start row and count to return the subset range inAMOUNTorSUMIFwhich covers only a subset of the row blocks.
Use SUBTOTAL for filtered listings
UseSUBTOTALfunction forAMOUNTfiltered lists. TheSUBTOTALfunction is useful because, unlikeAMOUNT, ignores the following:
Hidden rows created by filtering the list. Starting with Excel 2003, you can also doSUBTOTALignore all hidden rows, not just filtered rows.
the restSUBTOTALfunctions.
Use the AGGREGATE function
The AGGREGATE function is a powerful and efficient way to calculate 19 different data collection methods (such asAMOUNT,MEDIAN,PERCENTAGEiA BIG).AGGREGATEhas options to ignore hidden or filtered rows, error values, and nested onesSUBTOTALiAGGREGATEfunctions.
Avoid using DFunctions
DFunctionsDSUM,DCOUNT,DAVERAGE, and so on are significantly faster than the equivalent field formulas. A disadvantage of DFunctions is that the criteria must be in a separate range, which makes them impractical to use and maintain in many circumstances. Starting with Excel 2007, you should useSUMIFS,COUNTIFS, iAVERAGEIFSfunctions instead of DFunctions.
Create faster VBA macros
Use the following tips to create faster VBA macros.
Turn off everything but essential while the code is running
To improve performance for VBA macros, explicitly turn off functionality that is not needed while your code is executing. Often, just one recalculation or one plotting after running the code is all that is needed and can improve performance. After your code executes, restore the functionality to its original state.
The following functions can usually be turned off while a VBA macro is running:
Application.ScreenUpdatingTurn off screen updates. IfApplication.ScreenUpdatingit is set tofalsely, Excel does not redraw the screen. While your code is running, the screen is updated quickly, and it's usually not necessary for the user to see each update. Updating the screen once, after code execution, improves performance.
Application.DisplayStatusBarTurn off the status bar. IfApplication.DisplayStatusBarit is set tofalsely, Excel does not display the status bar. The status bar setting is separate from the screen update setting so that you can still display the status of the current operation even while the screen is not updating. However, if you don't need to display the status of each operation, turning off the status bar while your code is running also improves performance.
Application. CalculationGo to manual calculation. IfApplication. Calculationit is set toxlCalculation manual, Excel calculates the workbook only when the user explicitly initiates the calculation. In automatic calculation mode, Excel determines when to calculate. For example, every time the value of a cell associated with a formula changes, Excel recalculates the formula. If you switch the calculation mode to manual, you can wait for all cells associated with the formula to update before recalculating the workbook. By recalculating the workbook only when necessary while your code is running, you can improve performance.
Application.EnableEventsTurn off events. IfApplication.EnableEventsit is set tofalsely, Excel does not fire events. If there are add-ins that listen to Excel events, those add-ins consume computer resources while logging events. If you don't need the plugin to log events that occur during code execution, turning off events improves performance.
ActiveSheet.DisplayPageBreaksTurn off page breaks. IfActiveSheet.DisplayPageBreaksit is set tofalsely, Excel does not display page breaks. There is no need to recalculate page breaks while your code is running, and calculating page breaks after code execution improves performance.
Important
Remember to revert this functionality to its original state after code execution.
The following example shows functionality that you can turn off while a VBA macro is executing.
' Save the current state of Excel settings. screenUpdateState = Application.ScreenUpdating statusBarState = Application.DisplayStatusBar calcState = Application.Calculation eventsState = Application.EnableEvents ' Note: This is a sheet-level setting. displayPageBreakState = ActiveSheet.DisplayPageBreaks ' Turn off Excel functionality to improve performance. Application.ScreenUpdating = False Application.DisplayStatusBar = False Application.Calculation = xlCalculationManual Application.EnableEvents = False ' Note: This is a leaf-level setting. ActiveSheet.DisplayPageBreaks = False ' Insert your code here. ' Restore Excel settings to their original state. Application.ScreenUpdating = screenUpdateState Application.DisplayStatusBar = statusBarState Application.Calculation = calcState Application.EnableEvents = eventsState ' Note: this is a sheet-level setting ActiveSheet.DisplayPageBreaks = displayPageBreaksState
Read and write large blocks of data in a single operation
Optimize your code by explicitly reducing the number of data transfers between Excel and your code. Instead of looping through cells one by one to get or set a value, get or set values in an entire range of cells in a single row, using a variant that contains a two-dimensional array to store values as needed. The following code examples compare these two methods.
The following code example shows unoptimized code that loops through the cells one by one to get and set the values of cells A1:C10000. These cells do not contain formulas.
Dim DataRange as Range Dim Irow as Long Dim Icol as Integer Dim MyVar as Double Set DataRange=Range("A1:C10000") For Irow=1 to 10000 For icol=1 to 3 ' Read the values from the Excel grid 30,000 times. MyVar=DataRange(Irow,Icol) If MyVar > 0 Then ' Change the value. MyVar=MyVar*Myvar ' Write the values back to the Excel grid 30,000 times. DataRange(Irow,Icol)=MyVar End If Next Icol Next Irow
The following code example shows optimized code that uses an array to get and set the values of cells A1:C10000 at the same time. These cells do not contain formulas.
Dim DataRange As Variant Dim Irow As Long Dim Icol As Integer Dim MyVar As Double ' Read all the values at once from the Excel grid and put them into the field. DataRange = Range("A1:C10000").Value2 For Irow = 1 To 10000 For Icol = 1 To 3 MyVar = DataRange(Irow, Icol) If MyVar > 0 Then ' Change the values in the array. MyVar=MyVar*Myvar DataRange(Irow, Icol) = MyVar End If Next Icol Next Irow ' Write all the values back to the range at once. Range("A1:C10000").Value2 = DataRange
Use .Value2 instead of .Value or .Text when reading data from an Excel range
- .Textreturns the formatted cell value. This is slow, may return ### if the user zooms, and may lose precision.
- .Valuereturns a VBA currency or a VBA date variable if the range is formatted as a date or currency. This is slow, can lose precision, and can cause errors when calling worksheet functions.
- .Value2is fast and does not change the data retrieved from Excel.
Avoid selecting and activating objects
Selecting and activating objects is a more intensive process than directly referencing objects. By referencing an object such as aSpanor aFormdirectly, you can improve performance. The following code examples compare the two methods.
The following code example shows unoptimized code that selects each shape in the active sheet and changes the text to "Hello".
For i = 0 To ActiveSheet.Shapes.Count ActiveSheet.Shapes(i).Select Selection.Text = "Hello" Next i
The following code example shows optimized code that references each shape directly and changes the text to "Hello".
For i = 0 To ActiveSheet.Shapes.Count ActiveSheet.Shapes(i).TextEffect.Text = "Hello" Next i
Use these additional VBA performance optimizations
The following is a list of additional performance optimizations that you can use in your VBA code:
Return the results by assigning the string directly to aSpan.
Declare variables with explicit types to avoid the burden of determining the data type, preferably multiple times in a loop, during code execution.
For simple functions that you use frequently in your code, implement the functions yourself in VBA instead of usingWorksheet functionobject. For more information seeUse faster VBA user-defined functions.
UseRange.SpecialCellsmethod to reduce the number of cells your code interacts with.
Consider the performance gains if you implemented your functionality using the C API in the XLL SDK. For more information seeExcel 2010 XLL SDK Documentation.
Consider the performance and size of Excel file formats
Starting with Excel 2007, Excel contains a larger variety of file formats compared to earlier versions. Ignoring the Macro, Template, Add-in, PDF, and XPS file format variations, the three main formats are XLS, XLSB, and XLSX.
XLS format
The XLS format is the same format as the previous versions. When using this format, you are limited to 256 columns and 65,536 rows. When you save an Excel 2007 or Excel 2010 workbook in XLS format, Excel runs a compatibility check. The file size is almost the same as in earlier versions (some additional information may be stored), and the performance is slightly slower than earlier versions. Any multi-threaded optimization that Excel does with respect to the order of cell calculations is not saved in XLS format. Therefore, the calculation of the workbook may be slower after saving the workbook in XLS format, closing and reopening the workbook.
XLSB format
XLSB is a binary format starting in Excel 2007. It is structured as a compressed folder containing many binary files. It is much more compact than the XLS format, but the amount of compression depends on the content of the workbook. For example, ten workbooks show a size reduction factor ranging from two to eight with an average reduction factor of four. Starting with Excel 2007, opening and saving performance is only slightly slower than XLS format.
(Video) Maximize Profit by Optimizing Production Using Excel SolverXLSX format
XLSX is an XML format starting with Excel 2007 and is the default format starting with Excel 2007. The XLSX format is a compressed folder that contains many XML files (if you change the filename extension to .zip, you can open the compressed folder and examine its contents). Typically, the XLSX format creates larger files than the XLSB format (1.5 times larger on average), but they are still significantly smaller than XLS files. You should expect the opening and saving times to be slightly longer than for XLSB files.
Opening, closing and saving workbooks
You may find that opening, closing, and saving workbooks is much slower than calculating them. Sometimes it's just because you have a large workbook, but there could be other reasons.
If one or more of your workbooks is opening and closing more slowly than is reasonable, it may be caused by one of the following problems.
Temporary files
Temporary files can accumulate in the \Windows\Temp directory (in Windows 95, Windows 98, and Windows ME) or in the \Documents and Settings\User Name\Local Settings\Temp directory (in Windows 2000 and Windows XP). Excel creates these files for the workbook and for controls that use open workbooks. Software installers also create temporary files. If Excel stops responding for any reason, you may need to delete those files.
Too many temporary files can cause problems, so you should clean them periodically. However, if you have installed software that requires you to restart your computer and have not yet done so, you should restart it before deleting temporary files.
An easy way to open the temporary directory is from WindowsBeginningmenu: ClickBeginning, and then clickJogging. Type in the text box%temp%, and then clickAlright.
Track changes in a shared workbook
Tracking changes to a shared workbook causes your workbook's file size to grow rapidly.
Fragmented swap file
Make sure your Windows swap file is on a disk with plenty of space and defrag the disk periodically.
Workbook with password protected structure
A workbook whose structure is protected by a password (Alwaysmenu >Protection>Protect the workbook> enter an optional password) opens and closes much more slowly than one protected without an optional password.
Problems with the scope used
Using ranges that are too large can cause slow opening and increased file size, especially if they are caused by hidden rows or columns that have a non-standard height or width. For more information on problems with the range used, seeMinimize the range used.
A large number of controls on worksheets
A large number of controls (check boxes, hyperlinks, and so on) on worksheets can slow down the opening of the workbook due to the number of temporary files used. This can also cause problems when opening or saving a workbook on the WAN (or even LAN). If you have this problem, you should consider redesigning your workbook.
A large number of links to other workbooks
If possible, open the workbooks you are linking to before you open the workbook that contains the links. It is often faster to open a workbook than to read links from a closed workbook.
Virus scanner settings
Some virus scanner settings can cause problems or slowness when opening, closing, or saving, especially on the server. If you think this might be the problem, try temporarily turning off the virus scanner.
Slow calculation causes slow opening and saving
In some circumstances, Excel recalculates your workbook when you open or save it. If the calculation time for your workbook is long and causing a problem, make sure the calculation is set tomanualand consider switching offcalculate before savingoption (Always>Possibilities>Calculation).
Toolbar files (.xlb)
Check the toolbar file size. A typical toolbar file is between 10 KB and 20 KB. You can find your XLB files by searching for
*.xlb
using Windows search. Each user has a unique XLB file. Adding, changing, or customizing toolbars increases the size of your toolbar.xlb file. Deleting the file removes all your toolbar customizations (it's safer to rename it to "toolbar.OLD"). A new XLB file is created the next time you open Excel.
Make additional performance optimizations
You can improve performance in the following areas.
Pivot tables
Pivot tables provide an efficient way to summarize large amounts of data.
Totals as final results. If you need to produce totals and subtotals as part of your workbook's final results, try using pivot tables.
Sums as intermediate results. PivotTables are a great way to create summary reports, but try to avoid creating formulas that use PivotTable results as subtotals and subtotals in your calculation chain unless you can ensure the following conditions:
The pivot table is correctly refreshed during the calculation.
The pivot table has not been changed so the information is still visible.
If you still want to use pivot tables as intermediate results, useGET THE DATAfunction.
Conditional formats and data validation
Conditional formats and data validation are great, but using too many of them can slow down the calculation significantly. If the cell is displayed, each conditional format formula is evaluated on each calculation and when the display of the cell containing the conditional format is refreshed. Excel's object model has aRadni list.EnableFormatConditionsCalculationso you can enable or disable the calculation of conditional formats.
Defined names
Defined names are one of the most powerful features in Excel, but they require additional calculation time. Using names that refer to other worksheets adds an additional level of complexity to the calculation process. Also, you should try to avoid nested names (names that refer to other names).
Because names are calculated every time a formula that refers to them is calculated, you should avoid putting formulas or functions that require calculation inside defined names. In these cases, it can be much faster to put your formula or function that requires calculations somewhere in a spare cell and refer to that cell instead, either directly or by name.
Formulas that are used only occasionally
Many workbooks contain a significant number of formulas and lookups that deal with getting the input data into a suitable form for calculations or are used as defensive measures against changes in the size or shape of the data. When you have formula blocks that are used only occasionally, you can copy and paste special values to temporarily remove the formulas, or you can put them in a separate workbook that is rarely opened. Since worksheet errors are often caused by not noticing that formulas have been converted to values, the separate workbook method may be better.
Use enough memory
The 32-bit version of Excel can use up to 2 GB of RAM, or up to 4 GB of RAM for the 32-bit versions of Excel 2013 and 2016 with the large address feature. However, the computer running Excel also requires memory resources. Therefore, if you only have 2 GB of RAM on your computer, Excel cannot use all 2 GB because some of the memory is allocated to the operating system and other running programs. To optimize the performance of Excel on a 32-bit computer, we recommend that the computer has at least 3 GB of RAM.
The 64-bit version of Excel does not have a limit of 2 GB or up to 4 GB. For more information, see the section "Large data sets and the 64-bit version of Excel" inExcel performance: performance improvements and limitations.
Conclusion
This article covered ways to optimize Excel functionality such as links, lookups, formulas, functions, and VBA code to avoid common pitfalls and improve performance.
See also
- Excel performance: Improve calculation performance
- Excel performance: performance improvements and limitations
- Portal for Excel developers
Support and feedback
Have questions or feedback about Office VBA or this documentation? Please take a lookOffice VBA support and feedbackfor guidance on ways to get support and give feedback.
FAQs
How do I optimize Excel performance? ›
- Optimize references and links.
- Minimize the used range.
- Allow for extra data.
- Improve lookup calculation time.
- Optimize array formulas and SUMPRODUCT.
- Use functions efficiently.
- Create faster VBA macros.
you can stop calculating 8 threads in excel by disabling multi threaded calculation, VBA macro to disable screen updating, enable events etc.
Why does Excel say not enough memory? ›Running Multiple Applications
If you have several applications running on your computer at the same time as Excel, this can also contribute to Excel running out of memory. Other applications may be using up memory that Excel needs to function properly.
Solver is a Microsoft Excel add-in program you can use for what-if analysis. Use Solver to find an optimal (maximum or minimum) value for a formula in one cell — called the objective cell — subject to constraints, or limits, on the values of other formula cells on a worksheet.
How can Excel increase productivity? ›Shortcuts. Using excel allows you to use shortcut techniques to optimize work and save time on tasks. This way, some keystrokes instantly trigger a particular command. Examples include CTRL + B, which saves the document, or ALT, which gives access to the options menu.
How do I make Excel calculate threads faster? ›- Avoid Volatile Formulas. ...
- Use Helper Columns. ...
- Avoid Array Formulas. ...
- Use Conditional Formatting with Caution. ...
- Use Excel Tables and Named Ranges. ...
- Convert Unused Formulas to Static Values. ...
- Keep All Referenced Data in One Sheet. ...
- Avoid Using the Entire Row/Column as Reference (A:A)
- 1 : Reduce the complexity and number of formulas. ...
- Use all the processors available for Excel. ...
- 3: Avoid use of Volatile Functions. ...
- 4: Switch to Manual Calculation in Excel. ...
- 5: Do not use Data Tables for Large Data Set. ...
- 6: Replace the Static Formulas with Values:
Automatic calculation mode means that Excel automatically recalculates all open workbooks at every change and when you open a workbook. Usually when you open a workbook in automatic mode and Excel recalculates, you don't see the recalculation because nothing has changed since the workbook was saved.
How do I clear Excel cache memory? ›- First, go to the file tab and open the Excel options.
- From there, go to the save option and scroll to the end of the dialog box.
- Now from the Cache Settings, click on the “Delete cached files”.
- After that, you get a dialog box to confirm if you want to clear the cached files.
Large data sets and the 64-bit version of Excel
For example, users are able to fill more of the grid with data than was possible in previous versions of Excel. As more RAM is added to the computer, Excel uses that additional memory, allows larger and larger workbooks, and scales with the amount of RAM available.
Why is Excel so slow with large data? ›
The number of records (rows), fields (columns), and formulas can slow down performance considerably. Every time you add new records, then press the Enter key—or use features such as Sort, Format cells, or Insert/Delete Columns or Rows—Excel recalculates all those formulas.
Which technique is used to find optimal solution? ›Greedy Algorithm. The greedy method is one of the strategies like Divide and conquer used to solve the problems. This method is used for solving optimization problems. An optimization problem is a problem that demands either maximum or minimum results.
Which algorithm is used for optimal solution? ›A greedy algorithm obtains an optimal solution to a problem by making a sequence of choices. For each decision point in the algorithm, the choice that seems best at the moment is chosen.
What is optimal solution to optimization problem? ›Optimal Solution: The optimal solution to an optimization problem is given by the values of the decision variables that attain the maximum (or minimum) value of the objective function over the feasible region. In problem P above, the point x∗ is an optimal solution to P if x∗ ∈ X and f(x∗) ≥ f(x) for all x ∈ X.
What are the 3 sources of productivity increases? ›Sources of Productivity Growth
Growth in output per hour of labor can be achieved through three different sources: improvements in the quality of workers (i.e., human capital), increases in the level of physical capital, and technological progress.
- Take breaks. ...
- Establish realistic goals. ...
- Measure your time. ...
- Commit to deadlines. ...
- Concentrate on your task. ...
- Create a routine. ...
- Design a relaxing work environment. ...
- Develop a healthy balance between work and personal life.
- VLookup Formula.
- Concatenate Formula.
- Text to Columns.
- Remove Duplicates.
- Pivot Tables.
- Learn to do Calculations Quickly and Accurately. Excel contains a variety of educational tools. ...
- Increase Analytical Skills. ...
- Learn to Visualize Data and its Techniques. ...
- Enhancement in Managing Time. ...
- A Comprehensive Look at the Data.
In Excel, you can use Solver to find an optimal value (maximum or minimum, or a certain value) for a formula in one cell called the objective cell, subject to certain constraints or limits, on the values of other formula cells on the worksheet.
How do I fix slow problems in Excel? ›- Keep Everything In Single Workbook. ...
- Sort Data. ...
- Don't Use Volatile Formulas. ...
- Enable Manual Calculation Mode. ...
- Avoid Using the Entire Column/Row as Reference. ...
- Disable Excel Add-ins.
Which of the following is most likely to make Excel run faster? ›
Excel calculates a workbook faster if data and formulas reside in the same worksheet. Try using fewer worksheets in your workbook!
What is the most frequent string in Excel? ›The most frequently occurring text refers to the maximum number of the repetitiveness of a particular text in a string. You can find it using the INDEX, MODE and MATCH functions. The generic function to find the most frequently occurring text is, =INDEX(range, MODE(MATCH(range, range, 0 ))).
How to maximize processor speed? ›To give your CPU more power, find the CPU voltage setting. In your BIOS controls, this may be called CPU VCCIN, CPU Vcore, Dynamic Vcore, or simply CPU Voltage. It's usually set to 1.25 or Auto by default. Increase this value slowly, for example to 1.4 or 1.5.
How do I speed up calculating 4 processors in Excel? ›Click "Advanced" on the left side of the Options window and scroll down to the "Formulas" section. Place a check mark next to "Enable multi-threaded calculation," and click the radio button next to "Use all processors on this computer." Click "OK" to close the window.
Why does Excel take so long to calculate threads? ›One reason maybe the worksheet hold too many datas and the result in a big size of excel file. Another maybe too many formulas in worksheets. if so,the possible solution is just extract and view few rows from database or change a GOOD PC with more memory and quick CPU.
Is VLOOKUP or index match faster? ›One of the popular improvements to the VLOOKUP limitations is to combine 2 Excel functions, INDEX and MATCH. Also, the INDEX/MATCH combination runs faster than VLOOKUP, which can make a difference on large sets of data.
How to stop Excel ran out of resources while attempting to calculate? ›- Restart PC.
- Reinstall Excel/Office.
- Turned off multi-threading in Options / Advanced / Formulas.
- Gone down to 1 processor in Options / Advanced / Formulas.
Iteration is the repeated recalculation of a worksheet until a specific numeric condition is met. Excel cannot automatically calculate a formula that refers to the cell — either directly or indirectly — that contains the formula. This is called a circular reference.
Is there an Excel cache? ›The Office Document Cache contains the files Office uses to make sure your changes are saved in the cloud. Sometimes when you use Office with other apps in the cloud, the apps fail to sync properly before you close Office and this can damage, or corrupt, your Office Document Cache.
What does clearing cache do? ›Clearing your cache on Android can free up valuable space and resolve issues with your phone's battery, speed, and security.
Does SSD improve Excel performance? ›
For Word, Excel and PowerPoint there's less direct speed improvements. The speed of loading and saving documents is faster but most of the time the improvement isn't noticeable. It is only for very large documents (or large Access databases) that you may notice the SSD speed advantage.
Can Excel use 32gb of RAM? ›For Excel 32-bit, the maximum memory limit, or RAM, is 2GB. Oracle testing showed that when Excel 32-bit memory usage reaches beyond 700 MB, Excel can behave abnormally and can terminate unexpectedly. The 64-bit versions of Excel are not constrained to 2 GB of RAM, as are the 32-bit Office applications.
What is the minimum RAM to run Excel? ›- COMPONENT REQUIREMENT.
- Computer and processor Windows: 1.6 gigahertz (GHz) or faster, 2-core. ...
- Memory Windows: 4GB RAM; 2 GB RAM (32-bit).
- Hard disk Windows: 4.0 GB of available disk space.
There might be a “Check Performance” prompt when opening a workbook or go to Review | Check Performance. A side pane opens, listing the sheets which have 'issues'. Click on a sheet to see details of the problems detected. Choose one of the cells or ranges listed to make Excel jump to that part of the workbook.
How big is too big for an Excel file? ›2 gigabytes (GB) maximum (2)
How do you handle large data sets in Excel? ›- Open a blank workbook in Excel.
- Go to the Data tab > From Text/CSV > find the file and select Import. ...
- Once loaded, Use the Field List to arrange fields in a PivotTable. ...
- You can also Sort data in a PivotTable or Filter data in a PivotTable.
Every optimization problem has three components: an objective function, decision variables, and constraints. When one talks about formulating an optimization problem, it means translating a “real-world” problem into the mathematical equations and variables which comprise these three components.
What are two types of Optimisation? ›In general, optimization problems fall into one of two categories: linear and nonlinear. There are many different optimization, or “solving,” methods, some better suited to different types of problems than others.
What are optimization techniques? ›Optimization techniques are a powerful set of tools that are important in efficiently managing an enter- prise's resources and thereby maximizing share- holder wealth.
Which type of algorithm solves optimization problems by finding the locally optimal solution? ›A greedy algorithm is any algorithm that follows the problem-solving heuristic of making the locally optimal choice at each stage.
What are the five steps in solving optimization problems? ›
Five Steps to Solve Optimization Problems
It is: visualize the problem, define the problem, write an equation for it, find the minimum or maximum for the problem (usually the derivatives or end-points) and answer the question.
In mathematics, computer science and economics, an optimization problem is the problem of finding the best solution from all feasible solutions.
What is another name for optimization formulas? ›Mathematical optimization (alternatively spelled optimisation) or mathematical programming is the selection of a best element, with regard to some criterion, from some set of available alternatives. It is generally divided into two subfields: discrete optimization and continuous optimization.
Why is my Excel File so laggy? ›Some of the common reasons are old graphics hardware, storing plenty of data in single Excel files, making use of the volatile formulas, updating Excel files from earlier to a later version, or not updating the office program with the latest updates, etc. These are some of the common issues that make Excel slow.
How to clear cache in Excel? ›- First, go to the file tab and open the Excel options.
- From there, go to the save option and scroll to the end of the dialog box.
- Now from the Cache Settings, click on the “Delete cached files”.
- After that, you get a dialog box to confirm if you want to clear the cached files.
Formatting unused cells can inadvertently cause your workbook's file size to grow quickly. This can slow down not just Excel, but the overall performance of your computer when you have an excessively formatted worksheet open.
Why does Excel keep hanging? ›If you're experiencing high CPU usage, Excel might crash due to insufficient resources. This usually happens if you've added animations to your spreadsheet. To fix it, you should disable hardware graphics acceleration. Besides keeping Excel from freezing or crashing, it will improve the overall performance.
Why is Office 365 Excel so slow? ›Why Is Office 365 Running Slow? There are multiple factors that can cause Office 365 slow performance. The reasons can be issues on a client's computer (hardware and software), network or internet connection issues, and issues on Microsoft's side (software updates, issues in a datacenter).
How do I make Excel use more CPU? ›One way to change how much of your system resources are devoted to a particular task (such as running Excel) is to modify the importance placed on the task by the operating system. You can do this by displaying the Task Manager, right-clicking the Excel.exe process, and then choosing Set Priority.
How many rows before Excel slows down? ›Finally, the last reason that Excel can run slow is because of its size limit. Excel maxes out at 1 million rows. That means that not only will Excel be running slow, but you'll be running slow as you have to split your time between multiple spreadsheets.
How do I clear my cache to improve performance? ›
- Open Google Chrome.
- Click the menu button ⋮ > More Tools > Clear browsing data.
- On the Clear browsing data window, select which time range you want to clear.
- Put a check beside Cookies and other site data and Cached images and files, and then click Clear data.
- Open a blank workbook in Excel.
- Go to the Data tab > From Text/CSV > find the file and select Import. ...
- Once loaded, Use the Field List to arrange fields in a PivotTable. ...
- You can also Sort data in a PivotTable or Filter data in a PivotTable.
Excel provides many options for refreshing data, including when you open the workbook and at timed intervals. Note: To stop a refresh, press Esc. To refresh a worksheet, press Ctrl + F5. To refresh a workbook, press Ctrl + Alt + F5.
How do I fix a corrupt Excel file? ›- Click File > Open.
- Click the location and folder that contains the corrupted workbook.
- In the Open dialog box, select the corrupted workbook.
- Click the arrow next to the Open button, and then click Open and Repair.
- To recover as much of the workbook data as possible, pick Repair.
Make sure that your system has enough RAM to run the application. If you often work with large Excel files and complex data values& formulas, then install 64-bit versions of MS Office. It will give you an advantage of larger processing capacities and prevent Excel from crash or freeze.