文件名称:java_evolutionary_algorithms
- 所属分类：
- 人工智能/神经网络/遗传算法
- 资源属性：
- [Java] [源码]
- 上传时间：
- 2012-11-26
- 文件大小：
- 102kb
- 下载次数：
- 0次
- 提 供 者：
- 陈*
- 相关连接：
- 无
- 下载说明：
- 别用迅雷下载，失败请重下，重下不扣分！
介绍说明－－下载内容均来自于网络，请自行研究使用
用Java实现的进化算法包。包括遗传算法、粒子群算法、memetic算法和进化策略算法。-evolutionary-algorithm
Evolutionary Algorithm package implemented using Java.
The package serves as a foundation class library, supporting the implementation many variants of Evolutionary Algorithms, currently including Genetic Algorithm (GA), Particle Swarm Optimization (PSO), Memetic Algorithm (MA), Evolution Strategy (ES).
Highlighted features
· Support both binary & real-coded string representations of solution
· Operator-based design for flexibility
· EA Operators: Selection, Crossover, Mutation, Move operators in PSO & and the adaptive scheme in EA
· Individual learning: Davidon–Fletcher–Powell (DFP) and Davies, Swann, and Campey with Gram-Schmidt orthogonalization (DSCG) strategies and Random Mutation Hill-climbing (RMHC)
In addition, algorithm pipeline which is specified by XML file is also provided for practitioner to configure & design evolutionary algorithms at ease. User can edit runtime & algorithm parameters in the configuration file (XML) & issue the co
Evolutionary Algorithm package implemented using Java.
The package serves as a foundation class library, supporting the implementation many variants of Evolutionary Algorithms, currently including Genetic Algorithm (GA), Particle Swarm Optimization (PSO), Memetic Algorithm (MA), Evolution Strategy (ES).
Highlighted features
· Support both binary & real-coded string representations of solution
· Operator-based design for flexibility
· EA Operators: Selection, Crossover, Mutation, Move operators in PSO & and the adaptive scheme in EA
· Individual learning: Davidon–Fletcher–Powell (DFP) and Davies, Swann, and Campey with Gram-Schmidt orthogonalization (DSCG) strategies and Random Mutation Hill-climbing (RMHC)
In addition, algorithm pipeline which is specified by XML file is also provided for practitioner to configure & design evolutionary algorithms at ease. User can edit runtime & algorithm parameters in the configuration file (XML) & issue the co
(系统自动生成,下载前可以参看下载内容)
下载文件列表
jaea
....\.classpath
....\.cvsignore
....\.project
....\build.xml
....\src
....\...\mytest
....\...\......\AdaptiveEARun.java
....\...\......\EARun.java
....\...\......\EARunTemplate.java
....\...\......\evaluation
....\...\......\..........\binary
....\...\......\..........\......\BinaryFitnessFunc.java
....\...\......\..........\......\NKLandscapeFunc.java
....\...\......\..........\......\RoyalRoadFunc.java
....\...\......\..........\......\Schema.java
....\...\......\..........\FitnessFunction.java
....\...\......\..........\real
....\...\......\..........\....\Ackley.java
....\...\......\..........\....\DeceptiveCore.java
....\...\......\..........\....\DeceptiveRastrigin.java
....\...\......\..........\....\Elliptic.java
....\...\......\..........\....\Equality.java
....\...\......\..........\....\ExpandedScaffer.java
....\...\......\..........\....\Griewank.java
....\...\......\..........\....\HybridF8F2.java
....\...\......\..........\....\MultiCosine.java
....\...\......\..........\....\Rastrigin.java
....\...\......\..........\....\RastriginNonCont.java
....\...\......\..........\....\Rosenbrock.java
....\...\......\..........\....\ScaledSphere.java
....\...\......\..........\....\Schwefel.java
....\...\......\..........\....\Sphere.java
....\...\......\..........\....\SphereNoise.java
....\...\......\..........\....\Weierstrass.java
....\...\optimization
....\...\............\operator
....\...\............\........\individual
....\...\............\........\..........\DFP.java
....\...\............\........\..........\DSCG.java
....\...\............\........\..........\gramschmidt.java
....\...\............\........\..........\IndivSearch.java
....\...\............\........\..........\linesearch.java
....\...\............\........\..........\RMHC.java
....\...\............\........\population
....\...\............\........\..........\Crossover.java
....\...\............\........\..........\ESMutation.java
....\...\............\........\..........\Evaluation.java
....\...\............\........\..........\LocalLearning.java
....\...\............\........\..........\Merging.java
....\...\............\........\..........\Mutation.java
....\...\............\........\..........\OperatorTemplate.java
....\...\............\........\..........\Performance.java
....\...\............\........\..........\Scaling.java
....\...\............\........\..........\Selection.java
....\...\............\........\..........\SwarmMove.java
....\...\............\sampling
....\...\............\........\MorrisSampling.java
....\...\............\........\SampleCheck.java
....\...\............\........\SimpleLH.java
....\...\............\........\SweepCWLH.java
....\...\............\search
....\...\............\......\Search.java
....\...\............\......\SimpleEA.java
....\...\............\searchspace
....\...\............\...........\Chromosome.java
....\...\............\...........\Individual.java
....\...\............\...........\OptException.java
....\...\............\...........\Population.java
....\...\............\tools
....\...\............\.....\MathExt.java
....\...\............\.....\Matrix.java
....\...\............\.....\MorrisScreening.java
....\...\............\.....\MySQLdbase.java
....\...\............\.....\Permutation.java
....\...\............\.....\RandomGenerator.java
....\...\............\.....\RealCoding.java
....\...\............\.....\Utils.java
....\...\runtime
....\...\.......\ConfigContainer.java
....\...\.......\Method.java
....\...\.......\operator
....\...\.......\........\CrossoverOption.java
....\...\.......\........\ESMutationOption.java
....\...\.......\........\EvaluationOption.java
....\...\.......\........\LocalLearnOption.java
....\...\.......\........\MergeOption.java
....\...\.......\........\MutationOption.java
....\...\.......\........\Operator.java
....\...\.......\........\SelectionOption.java
....\...\.......\........\SwarmOption.java
....\...\.......\Problem.java
....\...\.......\Runtime.java
....\.classpath
....\.cvsignore
....\.project
....\build.xml
....\src
....\...\mytest
....\...\......\AdaptiveEARun.java
....\...\......\EARun.java
....\...\......\EARunTemplate.java
....\...\......\evaluation
....\...\......\..........\binary
....\...\......\..........\......\BinaryFitnessFunc.java
....\...\......\..........\......\NKLandscapeFunc.java
....\...\......\..........\......\RoyalRoadFunc.java
....\...\......\..........\......\Schema.java
....\...\......\..........\FitnessFunction.java
....\...\......\..........\real
....\...\......\..........\....\Ackley.java
....\...\......\..........\....\DeceptiveCore.java
....\...\......\..........\....\DeceptiveRastrigin.java
....\...\......\..........\....\Elliptic.java
....\...\......\..........\....\Equality.java
....\...\......\..........\....\ExpandedScaffer.java
....\...\......\..........\....\Griewank.java
....\...\......\..........\....\HybridF8F2.java
....\...\......\..........\....\MultiCosine.java
....\...\......\..........\....\Rastrigin.java
....\...\......\..........\....\RastriginNonCont.java
....\...\......\..........\....\Rosenbrock.java
....\...\......\..........\....\ScaledSphere.java
....\...\......\..........\....\Schwefel.java
....\...\......\..........\....\Sphere.java
....\...\......\..........\....\SphereNoise.java
....\...\......\..........\....\Weierstrass.java
....\...\optimization
....\...\............\operator
....\...\............\........\individual
....\...\............\........\..........\DFP.java
....\...\............\........\..........\DSCG.java
....\...\............\........\..........\gramschmidt.java
....\...\............\........\..........\IndivSearch.java
....\...\............\........\..........\linesearch.java
....\...\............\........\..........\RMHC.java
....\...\............\........\population
....\...\............\........\..........\Crossover.java
....\...\............\........\..........\ESMutation.java
....\...\............\........\..........\Evaluation.java
....\...\............\........\..........\LocalLearning.java
....\...\............\........\..........\Merging.java
....\...\............\........\..........\Mutation.java
....\...\............\........\..........\OperatorTemplate.java
....\...\............\........\..........\Performance.java
....\...\............\........\..........\Scaling.java
....\...\............\........\..........\Selection.java
....\...\............\........\..........\SwarmMove.java
....\...\............\sampling
....\...\............\........\MorrisSampling.java
....\...\............\........\SampleCheck.java
....\...\............\........\SimpleLH.java
....\...\............\........\SweepCWLH.java
....\...\............\search
....\...\............\......\Search.java
....\...\............\......\SimpleEA.java
....\...\............\searchspace
....\...\............\...........\Chromosome.java
....\...\............\...........\Individual.java
....\...\............\...........\OptException.java
....\...\............\...........\Population.java
....\...\............\tools
....\...\............\.....\MathExt.java
....\...\............\.....\Matrix.java
....\...\............\.....\MorrisScreening.java
....\...\............\.....\MySQLdbase.java
....\...\............\.....\Permutation.java
....\...\............\.....\RandomGenerator.java
....\...\............\.....\RealCoding.java
....\...\............\.....\Utils.java
....\...\runtime
....\...\.......\ConfigContainer.java
....\...\.......\Method.java
....\...\.......\operator
....\...\.......\........\CrossoverOption.java
....\...\.......\........\ESMutationOption.java
....\...\.......\........\EvaluationOption.java
....\...\.......\........\LocalLearnOption.java
....\...\.......\........\MergeOption.java
....\...\.......\........\MutationOption.java
....\...\.......\........\Operator.java
....\...\.......\........\SelectionOption.java
....\...\.......\........\SwarmOption.java
....\...\.......\Problem.java
....\...\.......\Runtime.java