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文件名称:java_evolutionary_algorithms

  • 所属分类：
    AI-NN-PR
  • 标签属性：
    [Java] [源码]
  • 上传时间：
    2012-11-16
  • 文件大小：
    102.28kb
  • 已下载：
    0次
  • 提 供 者：
    陈***
  • 相关连接：
    无
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修正介绍说明

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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
相关搜索： powell PSO java 遗传算法 pso 粒子群 memetic co-occurrence genetic java optimization with PSO

(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
jaea/.cvsignore
jaea/.project
jaea/build.xml
jaea/src/mytest/AdaptiveEARun.java
jaea/src/mytest/EARun.java
jaea/src/mytest/EARunTemplate.java
jaea/src/mytest/evaluation/FitnessFunction.java
jaea/src/mytest/evaluation/binary/BinaryFitnessFunc.java
jaea/src/mytest/evaluation/binary/NKLandscapeFunc.java
jaea/src/mytest/evaluation/binary/RoyalRoadFunc.java
jaea/src/mytest/evaluation/binary/Schema.java
jaea/src/mytest/evaluation/real/Ackley.java
jaea/src/mytest/evaluation/real/DeceptiveCore.java
jaea/src/mytest/evaluation/real/DeceptiveRastrigin.java
jaea/src/mytest/evaluation/real/Elliptic.java
jaea/src/mytest/evaluation/real/Equality.java
jaea/src/mytest/evaluation/real/ExpandedScaffer.java
jaea/src/mytest/evaluation/real/Griewank.java
jaea/src/mytest/evaluation/real/HybridF8F2.java
jaea/src/mytest/evaluation/real/MultiCosine.java
jaea/src/mytest/evaluation/real/Rastrigin.java
jaea/src/mytest/evaluation/real/RastriginNonCont.java
jaea/src/mytest/evaluation/real/Rosenbrock.java
jaea/src/mytest/evaluation/real/ScaledSphere.java
jaea/src/mytest/evaluation/real/Schwefel.java
jaea/src/mytest/evaluation/real/Sphere.java
jaea/src/mytest/evaluation/real/SphereNoise.java
jaea/src/mytest/evaluation/real/Weierstrass.java
jaea/src/optimization/operator/individual/DFP.java
jaea/src/optimization/operator/individual/DSCG.java
jaea/src/optimization/operator/individual/IndivSearch.java
jaea/src/optimization/operator/individual/RMHC.java
jaea/src/optimization/operator/individual/gramschmidt.java
jaea/src/optimization/operator/individual/linesearch.java
jaea/src/optimization/operator/population/Crossover.java
jaea/src/optimization/operator/population/ESMutation.java
jaea/src/optimization/operator/population/Evaluation.java
jaea/src/optimization/operator/population/LocalLearning.java
jaea/src/optimization/operator/population/Merging.java
jaea/src/optimization/operator/population/Mutation.java
jaea/src/optimization/operator/population/OperatorTemplate.java
jaea/src/optimization/operator/population/Performance.java
jaea/src/optimization/operator/population/Scaling.java
jaea/src/optimization/operator/population/Selection.java
jaea/src/optimization/operator/population/SwarmMove.java
jaea/src/optimization/sampling/MorrisSampling.java
jaea/src/optimization/sampling/SampleCheck.java
jaea/src/optimization/sampling/SimpleLH.java
jaea/src/optimization/sampling/SweepCWLH.java
jaea/src/optimization/search/Search.java
jaea/src/optimization/search/SimpleEA.java
jaea/src/optimization/searchspace/Chromosome.java
jaea/src/optimization/searchspace/Individual.java
jaea/src/optimization/searchspace/OptException.java
jaea/src/optimization/searchspace/Population.java
jaea/src/optimization/tools/MathExt.java
jaea/src/optimization/tools/Matrix.java
jaea/src/optimization/tools/MorrisScreening.java
jaea/src/optimization/tools/MySQLdbase.java
jaea/src/optimization/tools/Permutation.java
jaea/src/optimization/tools/RandomGenerator.java
jaea/src/optimization/tools/RealCoding.java
jaea/src/optimization/tools/Utils.java
jaea/src/runtime/ConfigContainer.java
jaea/src/runtime/Method.java
jaea/src/runtime/Problem.java
jaea/src/runtime/Runtime.java
jaea/src/runtime/operator/CrossoverOption.java
jaea/src/runtime/operator/ESMutationOption.java
jaea/src/runtime/operator/EvaluationOption.java
jaea/src/runtime/operator/LocalLearnOption.java
jaea/src/runtime/operator/MergeOption.java
jaea/src/runtime/operator/MutationOption.java
jaea/src/runtime/operator/Operator.java
jaea/src/runtime/operator/SelectionOption.java
jaea/src/runtime/operator/SwarmOption.java

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