The GA Procedure
- Overview
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Getting Started
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SyntaxPROC GA StatementContinueFor CallCross CallDynamic_array CallEvaluateLC CallGetDimensions CallGetObjValues CallGetSolutions CallInitialize CallMarkPareto CallMutate CallObjective FunctionPackBits CallProgramming StatementsReadChild CallReadCompare CallReadMember CallReadParent CallReEvaluate CallSetBounds CallSetCompareRoutine CallSetCross CallSetCrossProb CallSetCrossRoutine CallSetElite CallSetEncoding CallSetFinalize CallSetMut CallSetMutProb CallSetMutRoutine CallSetObj CallSetObjFunc CallSetProperty CallSetSel CallSetUpdateRoutine CallShellSort CallShuffle CallUnpackBits FunctionUpdateSolutions CallWriteChild CallWriteMember Call
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DetailsUsing Multisegment EncodingUsing Standard Genetic Operators and Objective FunctionsDefining a User Fitness Comparison RoutineDefining User Genetic OperatorsDefining a User Update RoutineDefining an Objective FunctionDefining a User Initialization RoutineSpecifying the Selection StrategyIncorporating Heuristics and Local OptimizationsHandling ConstraintsOptimizing Multiple Objectives
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Examples
- References
call SetMut type<, seg><, pname, pvalue><, pname, pvalue>…) ;
The SetMut call sets the mutation operator. The inputs to the SetMut subroutine are as follows:
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type |
is the name of the mutation operator to be applied. |
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seg |
is optional, and specifies a segment of the solution to which the operator should be applied. If seg is not specified, then it defaults to a value of 1. seg needs to be specified only if multisegment encoding is used. |
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pname |
is optional, and specifies the name of a particular property to be set for the mutation operator. |
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pvalue |
specifies the value to be assigned to the corresponding property name. |
The SetMut routine is used to assign a standard mutation operator. For multisegment encoding, the operator can be assigned to a particular solution segment with the seg parameter; otherwise a default segment of 1 is assumed. You can set different mutation operators for different segments with multiple SetMut calls. When a mutation event occurs, all the operators will applied to the same solution. If more than one SetMut call is made for the same segment, then the last call nullifies any previous call for that segment. Also, a SetMutRoutine call nullifies all previous SetMut calls, and a SetMut call nullifies a previous SetMutRoutine call. Properties for the chosen mutation operator can be set with optional pname-pvalue pairs. It is also possible to set or reset operator properties with a SetProperty call.
The accepted values for type and the corresponding properties are summarized in Table 4.5. See the section Mutation Operators for a full description of the available operators.