/* COPYRIGHT The following is a notice of limited availability of the code, and disclaimer which must be included in the prologue of the code and in all source listings of the code. (C) COPYRIGHT 2008 University of Chicago Permission is hereby granted to use, reproduce, prepare derivative works, and to redistribute to others. This software was authored by: D. Levine Mathematics and Computer Science Division Argonne National Laboratory Group with programming assistance of participants in Argonne National Laboratory's SERS program. GOVERNMENT LICENSE Portions of this material resulted from work developed under a U.S. Government Contract and are subject to the following license: the Government is granted for itself and others acting on its behalf a paid-up, nonexclusive, irrevocable worldwide license in this computer software to reproduce, prepare derivative works, and perform publicly and display publicly. DISCLAIMER This computer code material was prepared, in part, as an account of work sponsored by an agency of the United States Government. Neither the United States, nor the University of Chicago, nor any of their employees, makes any warranty express or implied, or assumes any legal liability or responsibility for the accuracy, completeness, or usefulness of any information, apparatus, product, or process disclosed, or represents that its use would not infringe privately owned rights. */ /***************************************************************************** * File: mutation.c: This file contains the data structure neutral mutation * routines * * Authors: David M. Levine, Philip L. Hallstrom, David M. Noelle, * Brian P. Walenz *****************************************************************************/ #include "pgapack.h" /*U**************************************************************************** PGAMutate - This routine performs mutation on a string. The type of mutation depends on the data type. Refer to the user guide for data-specific examples. Category: Operators Inputs: ctx - context variable p - index of string to mutate pop - symbolic constant of the population containing p Output: The number of mutations performed. Member p in population pop is mutated by side-effect. Example: Mutate the best string in the population, until 10 or more mutations have occured. PGAContext *ctx; int p, count = 0; : p = PGAGetBestIndex(ctx, PGA_NEWPOP); while (count < 10) { count += PGAMutate(ctx, p, PGA_NEWPOP); } ****************************************************************************U*/ int PGAMutate(PGAContext *ctx, int p, int pop) { double mr; int count; int fp; PGADebugEntered("PGAMutate"); mr = ctx->ga.MutationProb; if (ctx->fops.Mutation) { fp = ((p == PGA_TEMP1) || (p == PGA_TEMP2)) ? p : p+1; count = (*ctx->fops.Mutation)(&ctx, &fp, &pop, &mr); } else { count = (*ctx->cops.Mutation)( ctx, p, pop, mr ); } if ( count > 0 ) PGASetEvaluationUpToDateFlag(ctx, p, pop, PGA_FALSE); PGADebugExited("PGAMutate"); return(count); } /*U**************************************************************************** PGASetMutationType - set type of mutation to use. Only effects integer- and real-valued strings. Binary-valued strings are always complemented. In character-valued strings, one alphabetic character is replaced with another chosen uniformly randomly. The alphabetic characters will be lower, upper, or mixed case depending on how the strings were initialized. Valid choices are PGA_MUTATION_CONSTANT (Real/Integer), PGA_MUTATION_RANGE (Real/Integer), PGA_MUTATION_UNIFORM (Real), PGA_MUTATION_GAUSSIAN (Real), and PGA_MUTATION_PERMUTE (Integer). The default for integer-valued strings conforms to how the strings were initialized. The default for real-valued strings is PGA_MUTATION_GAUSSIAN. See the user guide for more details. Category: Operators Inputs: ctx - context variable mutation_type - symbolic constant to specify the mutation type Outputs: None Example: PGAContext *ctx; : PGASetMutationType(ctx, PGA_MUTATION_UNIFORM); ****************************************************************************U*/ void PGASetMutationType( PGAContext *ctx, int mutation_type) { PGADebugEntered("PGASetMutationType"); switch (mutation_type) { case PGA_MUTATION_CONSTANT: case PGA_MUTATION_RANGE: case PGA_MUTATION_UNIFORM: case PGA_MUTATION_GAUSSIAN: case PGA_MUTATION_PERMUTE: ctx->ga.MutationType = mutation_type; break; default: PGAError ( ctx, "PGASetMutationType: Invalid value of mutation_type:", PGA_FATAL, PGA_INT, (void *) &mutation_type); break; } PGADebugExited("PGASetMutationType"); } /*U*************************************************************************** PGAGetMutationType - Returns the type of mutation used Category: Operators Inputs: ctx - context variable Outputs: Returns the integer corresponding to the symbolic constant used to specify the type of mutation specified Example: PGAContext *ctx; int mutatetype; : mutatetype = PGAGetMutationType(ctx); switch (mutatetype) { case PGA_MUTATION_CONSTANT: printf("Mutation Type = PGA_MUTATION_CONSTANT\n"); break; case PGA_MUTATION_RANGE: printf("Mutation Type = PGA_MUTATION_RANGE\n"); break; case PGA_MUTATION_UNIFORM: printf("Mutation Type = PGA_MUTATION_UNIFORM\n"); break; case PGA_MUTATION_GAUSSIAN: printf("Mutation Type = PGA_MUTATION_GAUSSIAN\n"); break; case PGA_MUTATION_PERMUTE: printf("Mutation Type = PGA_MUTATION_PERMUTE\n"); break; } ***************************************************************************U*/ int PGAGetMutationType (PGAContext *ctx) { PGADebugEntered("PGAGetMutationType"); PGAFailIfNotSetUp("PGAGetMutationType"); PGADebugExited("PGAGetMutationType"); return(ctx->ga.MutationType); } /*U**************************************************************************** PGASetMutationRealValue - Set multiplier to mutate PGA_DATATYPE_REAL strings with. The use of this value depends on the type of mutation being used. The default value is 0.1. See the user guide for more details. Category: Operators Inputs: ctx - context variable val - the mutation value to use for Real mutation Outputs: None Example: PGAContext *ctx; : PGASetMutationRealValue(ctx,50.0); ****************************************************************************U*/ void PGASetMutationRealValue( PGAContext *ctx, double val) { PGADebugEntered("PGASetMutationRealValue"); if (val < 0.0) PGAError ( ctx, "PGASetMutationRealValue: Invalid value of val:", PGA_FATAL, PGA_DOUBLE, (void *) &val); else ctx->ga.MutateRealValue = val; PGADebugExited("PGASetMutationRealValue"); } /*U*************************************************************************** PGAGetMutationRealValue - Returns the value of the multiplier used to mutate PGA_DATATYPE_REAL strings with. Category: Operators Inputs: ctx - context variable Outputs: The value of the multiplier used to mutate PGA_DATATYPE_REAL strings with Example: PGAContext *ctx; double val; : val = PGAGetMutationRealValue(ctx); ***************************************************************************U*/ double PGAGetMutationRealValue (PGAContext *ctx) { PGADebugEntered("PGAGetMutationRealValue"); PGAFailIfNotSetUp("PGAGetMutationRealValue"); PGADebugExited("PGAGetMutationRealValue"); return(ctx->ga.MutateRealValue); } /*U**************************************************************************** PGASetMutationIntegerValue - Set multiplier to mutate PGA_DATATYPE_INTEGER strings with. The use of this value depends on the type of mutation being used. The default value is 1. See the user guide for more details. Category: Operators Inputs: ctx - context variable val - the mutation value to use for Integer mutation Outputs: None Example: PGAContext *ctx; : PGASetMutationIntegerValue(ctx, 5); ****************************************************************************U*/ void PGASetMutationIntegerValue( PGAContext *ctx, int val) { PGADebugEntered("PGASetMutationIntegerValue"); if (val < 0.0) PGAError ( ctx, "PGASetMutationIntegerValue: Invalid value of val:", PGA_FATAL, PGA_DOUBLE, (void *) &val); else ctx->ga.MutateIntegerValue = val; PGADebugExited("PGASetMutationIntegerValue"); } /*U*************************************************************************** PGAGetMutationIntegerValue - Returns the value of the multiplier used to mutate PGA_DATATYPE_INTEGER strings with. Category: Operators Inputs: ctx - context variable Outputs: The value of the multiplier used to mutate PGA_DATATYPE_INTEGER strings with Example: PGAContext *ctx; int ival; : ival = PGAGetMutationIntegerValue(ctx); ***************************************************************************U*/ int PGAGetMutationIntegerValue (PGAContext *ctx) { PGADebugEntered("PGAGetMutationIntegerValue"); PGAFailIfNotSetUp("PGAGetMutationIntegerValue"); PGADebugExited("PGAGetMutationIntegerValue"); return(ctx->ga.MutateIntegerValue); } /*U**************************************************************************** PGASetMutationBoundedFlag - If this flag is set to PGA_TRUE, then for Integer and Real strings whenever a gene is mutated, if it underflows (overflows) the lower (upper)bound it is reset to the lower (upper) bound. In this way all allele values remain within the range the integer strings were initialized on. If this flag is PGA_FALSE (the default), the alleles may take any values. Category: Operators Inputs: ctx - context variable flag - either PGA_TRUE or PGA_FALSE Outputs: None Example: PGAContext *ctx; : PGASetMutationBoundedFlag(ctx, PGA_TRUE); ****************************************************************************U*/ void PGASetMutationBoundedFlag(PGAContext *ctx, int val) { PGADebugEntered("PGASetMutationBoundedFlag"); switch (val) { case PGA_TRUE: case PGA_FALSE: ctx->ga.MutateBoundedFlag = val; break; default: PGAError(ctx, "PGASetMutationBoundedFlag: Invalid value:", PGA_FATAL, PGA_INT, (void *) &val); break; } PGADebugExited("PGASetMutationBoundedFlag"); } /*U**************************************************************************** PGAGetMutationBoundedFlag - returns PGA_TRUE or PGA_FALSE to indicate whether mutated integer strings remain in the range specified when initialized with PGASetIntegerInitRange. Category: Operators Inputs: ctx - context variable Outputs: PGA_TRUE if restricted to the given range, otherwise PGA_FALSE. Example: PGAContext *ctx; int val; : val = PGAGetMutationBoundedFlag(ctx); ****************************************************************************U*/ int PGAGetMutationBoundedFlag(PGAContext *ctx) { PGADebugEntered ("PGAGetMutationBoundedFlag"); PGAFailIfNotSetUp("PGAGetMutationBoundedFlag"); PGADebugExited ("PGAGetMutationBoundedFlag"); return (ctx->ga.MutateBoundedFlag); } /*U**************************************************************************** PGASetMutationProb - Specifies the probability that a given allele will be mutated. If this is called without calling PGASetMutationType(), the default mutation type is PGA_MUTATION_FIXED. The default probability is the reciprocal of the string length. Category: Operators Inputs: ctx - context variable p - the mutation probability Outputs: None Example: PGAContext *ctx; : PGASetMutationProb(ctx,0.001); ****************************************************************************U*/ void PGASetMutationProb(PGAContext *ctx, double mutation_prob) { PGADebugEntered("PGASetMutationProb"); if ((mutation_prob < 0.0) || (mutation_prob > 1.0)) PGAError ( ctx, "PGASetMutationProb: Invalid value of mutation_prob:", PGA_FATAL, PGA_DOUBLE, (void *) &mutation_prob); else ctx->ga.MutationProb = mutation_prob; PGADebugExited("PGASetMutationProb"); } /*U*************************************************************************** PGAGetMutationProb - Returns the probability of mutation. Category: Operators Inputs: ctx - context variable Outputs: The mutation probability Example: PGAContext *ctx; double pm; : pm = PGAGetMutateProb(ctx); ***************************************************************************U*/ double PGAGetMutationProb (PGAContext *ctx) { PGADebugEntered("PGAGetMutationProb"); PGAFailIfNotSetUp("PGAGetMutationProb"); PGADebugExited("PGAGetMutationProb"); return(ctx->ga.MutationProb); }