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這是將CRO與PSO結合的算法思想代碼,解決單目標問題

代碼片段和文件信息
using?System;
using?System.Collections.Generic;
using?System.Linq;
using?System.Text;
using?System.Collections;
using?System.IO;
namespace?CRO_CONSOLE_LAM
{
????public?class?Container
????{
?????/**?*?The?problem?that?this?container?is?evaluating.*/
????private?Problem?problem;
????/**?*?The?current?function?evaluation?number?of?this?container.?*/
????private?int?FE;
????/**?*?The?initial?population?size?in?the?container.?*/
????private?int?iniPopSize;
????
????/**?*?The?energy?buffer?of?this?container.?This?variable?is?set?with?a?value
?????*?and?is?updated?during?the?course?of?searching.?*/
????private?double?energyBuffer;
????/**?*?The?initial?kinetic?energy?assigned?to?new?molecules.*/
????private?double?iniKE;
????/**?*?The?collision?rate?between?molecules?in?the?container.*/
????private?double?collRate;
????/**?*?The?energy?loss?rate?in?an?on-wall?ineffective?collision.*/
????private?double?lossRate;
????/**?*?The?threshold?for?decomposition?to?happen.*/
????private?int?decThres;
????/**?*?The?threshold?for?synthesis?to?happen.?*/
????private?double?synThres;
????/**?*?The?perturbation?strength?or?“Step?Size“?of?the?neighborhood?function.*/
????private?double?stepSize;
????/**?*?The?data?point?values?of?this?container.?*/
????//ArrayList?population?=?new?ArrayList();
????ArrayList?population?=?new?ArrayList();
????/**?*?The?current?global?minimum?of?this?container.?This?variable?is?updated?
?????*?*?during?the?course?of?searching.*/
????public?static?double?globalMin;
????public?static?double[]?bestGlobalMols?=?new?double[30];//?in?PSO
????/**
?????*?This?function?is?the?class?constructor.
?????*
?????*?@param?problem?The?problem?that?this?container?is?going?to?handle.
?????*/
????public?Container(Problem?problem)?
????????{
????????????this.problem?=?problem;
????????????globalMin?=?1E100;
????????}
????/**
?????*?This?function?initialize?the?population?of?the?container.?It?shall?be
?????*?called?only?after?the?problem?object?has?initialized?the?parameter?of?the
?????*?container?and?shall?be?called?only?once.
?????*/
????public?void?initPopulation()?{
????????FE?=?iniPopSize;
????????for?(int?i?=?0;?i?????????{
????????????population.Add(new?Molecule(problem?this));
????????????Molecule?m?=?(Molecule)?population[i];
????????????update(m);
????????}
???????for?(int?i?=?0;?i?????????{
????????????Molecule?m?=?(Molecule)?population[i];
????????????m.setKE(iniKE);
????????}
????}
????/**
?????*?This?function?implements?the?update?feature?of?RCCRO.?Whenever?a?new
?????*?molecular?structure?is?generated?this?function?is?called?to?check
?????*?whether?there?is?a?better?molecule?generated?compared?with?the
?????*?best-so-far?molecule.
?????*
?????*?@param?newMolecule?The?newly?generated?molecule.
?????*/
????private?void?update(Molecule?newMolecule)?{
????????if?(newMolecule.getPE()?????????{???//?Update?t
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2014-05-23?15:01??CRO_CONSOLE_LAM\
?????目錄???????????0??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\
?????文件????????2605??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\Benchmark.cs
?????文件?????????555??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F01.cs
?????文件?????????602??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F02.cs
?????文件?????????674??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F03.cs
?????文件?????????592??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F04.cs
?????文件?????????638??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F05.cs
?????文件?????????550??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F06.cs
?????文件?????????604??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F07.cs
?????文件?????????588??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F08.cs
?????文件?????????597??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F09.cs
?????文件?????????769??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F10.cs
?????文件?????????690??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F11.cs
?????文件????????1208??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F12.cs
?????文件????????1147??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F13.cs
?????文件?????????981??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F14.cs
?????文件?????????974??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F15.cs
?????文件?????????590??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F16.cs
?????文件?????????593??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F17.cs
?????文件?????????774??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F18.cs
?????文件????????1111??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F19.cs
?????文件????????1332??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F20.cs
?????文件????????1012??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F21.cs
?????文件????????1044??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F22.cs
?????文件????????1046??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\F23.cs
?????文件?????????371??2014-05-23?15:01??CRO_CONSOLE_LAM\BM\ob
?????文件????????3585??2014-05-23?15:01??CRO_CONSOLE_LAM\CRO_PSO.csproj
?????文件????????8580??2014-05-23?15:01??CRO_CONSOLE_LAM\Container.cs
?????文件????????6658??2014-05-23?15:01??CRO_CONSOLE_LAM\Molecule.cs
?????文件????????4566??2014-05-23?15:01??CRO_CONSOLE_LAM\Problem.cs
............此處省略22個文件信息
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