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<html> <head><title></title></head><body><h1>Genetic Algorithm Optimization Toolbox (GAOT) for Matlab 5</h1>The following files are in the distribution:<h3>Main interface</h3><ul><table Border=0 CellPadding=0> <tr><td Width=150><a href="./ga.m">ga.m</a></td><td> The Genetic Algorithm </td></tr> <tr><td><a href="./initializega.m">initializega.m</a></td><td>Initialization function for float and binary representation and used by ga.m </td></tr> <tr><td><a href="./initializeoga.m">initializeoga.m</a></td><td>Initialization function for order-based representation. </td></tr></table></ul><h3>Operators used during simulated evolution</h3><h4>Crossover Operators</h4><h5>Float and Binary Representation</h5><ul><table Border=0 CellPadding=0> <tr><td Width=150> <a href="./simpleXover.m">simpleXover.m</a></td> <td> Operator for the Algorithm Used by ga.m </td></tr></table></ul><h5>Float Representation</h5><ul><table Border=0 CellPadding=0> <tr><td Width=150> <a href="./heuristicXover.m">heuristicXover.m</a></td> <td>Operator for the Algorithm Used by ga.m </td></tr> <tr><td><a href="./arithXover.m">arithXover.m</a></td> <td> Operator for the Algorithm Used by ga.m </td></tr> </table></ul><h5>Order-Based Representation</h5><ul><table Border=0 CellPadding=0> <tr><td Width=150> <a href="./cyclicXover.m">cyclicXover</a></td> <td>Operator for the Algorithm Used by ga.m </td></tr> <tr><td><a href="./linerorderXover.m">linerorderXover</a></td> <td> Operator for the Algorithm Used by ga.m </td></tr> <tr><td><a href="./orderbasedXover.m">orderbasedXover</a></td> <td>Operator for the Algorithm Used by ga.m </td></tr> <tr><td><a href="./partmapXover.m">partmapXover</a></td> <td> Operator for the Algorithm Used by ga.m </td></tr> <tr><td><a href="./singleptXover.m">singleptXover</a></td> <td>Operator for the Algorithm Used by ga.m </td></tr> <tr><td><a href="./uniformXover.m">uniformXover</a></td> <td> Operator for the Algorithm Used by ga.m </td></tr> </table></ul><h4>Mutation Operators</h4><h5> Binary Representation</h5><ul><table Border=0 CellPadding=0> <tr><td Width=150><a href="./binaryMutation.m">binaryMutation.m</a></td><td> Operator for the Algorithm Used by ga.m </td></tr></table></ul> <h5>Float Representation</h5><ul><table Border=0 CellPadding=0> <tr><td Width=150><a href="./boundaryMutation.m">boundaryMutation.m</a></td><td> Operator for the Algorithm Used by ga.m </td></tr> <tr><td><a href="./multiNonUnifMutation.m">multiNonUnifMutation.m</a></td><td> Operator for the Algorithm Used by ga.m </td></tr> <tr><td><a href="./nonUnifMutation.m">nonUnifMutation.m</a></td><td> Operator for the Algorithm Used by ga.m </td></tr> <tr><td><a href="./unifMutation.m">unifMutation.m</a></td><td> Operator for the Algorithm Used by ga.m</td></tr></table></ul> <h5>Binary and Order-Based Representation</h5> <ul><table Border=0 CellPadding=0> <tr><td Width=150><a href="./inversionMutation.m">inversionMutation</a></td><td> Operator for the Algorithm Used by ga.m</td></tr></table></ul> <h5> Order-Based Representation</h5> <ul><table Border=0 CellPadding=0> <tr><td Width=150><a href="./adjswapMutation.m">adjswapMutation.m</a></td><td> Operator for the Algorithm Used by ga.m </td></tr> <tr><td><a href="./shiftMutation.m">shiftMutation.m</a></td><td> Operator for the Algorithm Used by ga.m </td></tr> <tr><td><a href="./swapMutation.m">swapMutation.m</a></td><td> Operator for the Algorithm Used by ga.m </td></tr> <tr><td><a href="./threeswapMutation.m">threeswapMutation.m</a></td><td> Operator for the Algorithm Used by ga.m </table></ul> <h3>Selection Functions</h3> <ul><table Border=0 CellPadding=0><tr><td Width=150><a href="./normGeomSelect.m">normGeomSelect.m</a></td><td> Selection function Used by ga.m </td></tr><tr><td><a href="./roulette.m">roulette.m</a></td><td> Selection function Used by ga.m </td></tr><tr><td><a href="./tournSelect.m">tournSelect.m</a></td><td> Selection function Used by ga.m</td></tr></table></ul> <h3>Termination Functions</h3> <ul><table Border=0 CellPadding=0><tr><td Width=150><a href="./maxGenTerm.m">maxGenTerm.m</a></td><td> Termination function Used by ga.m </td></tr><tr><td><a href="./optMaxGenTerm.m">optMaxGenTerm.m</a></td><td> Termination function Used by ga.m </td></tr></table></ul> <h3>Functions used for binary representation</h3> <ul><table Border=0 CellPadding=0><tr><td Width=150><a href="./calcbits.m">calcbits.m</a></td><td> Binary precision function used by ga.m </td></tr> <tr><td><a href="./f2b.m">f2b.m</a></td><td> Float to Binary conversion used by ga.m </td></tr><tr><td><a href="./b2f.m">b2f.m</a></td><td> Binary to Float conversion used by ga.m</td></tr></table></ul><h3>Utility functions</h3> <ul><table Border=0 CellPadding=0><tr><td Width=150><a href="./parse.m">parse.m</a></td><td> Parse blank separated names used by ga.m </td></tr><tr><td><a href="./delta.m">delta.m</a></td><td> Used by nonUnifMutation.m and mult...m </td></tr></table></ul><h3>Demonstrations</h3> <ul><table Border=0 CellPadding=0><tr><td Width=150><a href="./gademo1.m">gademo1.m</a></td><td> Introductory demo of GAOT </td></tr><tr><td><a href="./gademo2.m">gademo2.m</a></td><td> Multi-dimensional demo of GAOT </td></tr><tr><td><a href="./gademo3.m">gademo3.m</a></td><td> Reference for GAOT <tr><td><a href="./floatExample.m">floatExample.m</a></td><td> Example using float representation </td></tr> <tr><td><a href="./floatGradExample.m">floatGradExample.m</a></td><td> Example exploring learning(Lamarckian and Baldwinian) </td></tr> <tr><td><a href="./binaryExample.m">binaryExample.m</a></td><td> Example using binary representation </td></tr> <tr><td><a href="./orderBasedExample.m">orderBasedExample.m</a></td><td> Example using order-based representation </td></tr></table></ul> <h4>Functions used in Demonstrations</h4> <ul><table Border=0 CellPadding=0><tr><td Width=150><a href="./gademo1eval1.m">gademo1eval1.m</a></td><td> Example eval function used by gademo1.m </td></tr><tr><td><a href="./coranaEval.m">coranaEval.m</a></td><td> Calculate Corana functions used by gademo2.m </td></tr><tr><td><a href="./coranaMin.m">coranaMin.m</a></td><td> Calculate negative of Corana used by gademo2.m </td></tr> <tr><td><a href="./gaMichEval.m">gaMichEval.m</a></td><td> Michalewicz 2-variable problem evaluation</td></tr> <tr><td><a href="./gaZBGradEval.m">gaZBGradEval.m</a></td><td> Michalewicz Evaluation Used for Learning example </td></tr> <tr><td><a href="./gaZBGrad.m">gaZBGrad.m</a></td><td> Gradient used for SQP during learning</td></tr> <tr><td><a href="./tspEval.m">tspEval.m</a></td><td> Function used in orderBasedExample</td></tr></table></ul><hr><address><a href="mailto:jjoine@eos.ncsu.edu">Jeff Joines (jjoine@eos.ncsu.edu)</address><!-- hhmts start -->Last modified: Fri Apr 17 09:53:01 EDT 1998<!-- hhmts end --></body> </html>⌨️ 快捷键说明
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