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- Java_Evolutionary_Computation_Toolkit abstract "ECJ is a freeware evolutionary computation research system written in Java. It is a framework that supports a variety of evolutionary computation techniques, such as genetic algorithms, genetic programming, evolution strategies, coevolution, particle swarm optimization, and differential evolution. The framework models iterative evolutionary processes using a series of pipelines arranged to connect one or more subpopulations of individuals with selection, breeding (such as crossover, and mutation operators that produce new individuals. The framework is open source and is distributed under the Academic Free License. ECJ was created by Sean Luke, a computer science professor at George Mason University, and is maintained by Sean Luke and a variety of contributors.Features (listed from ECJ's project page):General Features: GUI with charting Platform-independent checkpointing and logging Hierarchical parameter files Multithreading Mersenne Twister Random Number Generators Abstractions for implementing a variety of EC forms.EC Features: Asynchronous island models over TCP/IP Master/Slave evaluation over multiple processors Genetic Algorithms/Programming style Steady State and Generational evolution, with or without Elitism Evolutionary-Strategies style (mu,lambda) and (mu+lambda) evolution Very flexible breeding architecture Many selection operators Multiple subpopulations and species Inter-subpopulation exchanges Reading populations from files Single- and Multi-population coevolution SPEA2 multiobjective optimization Particle Swarm Optimization Differential Evolution Spatially embedded evolutionary algorithms Hooks for other multiobjective optimization methods Packages for parsimony pressureGP Tree Representations: Set-based Strongly Typed Genetic Programming Ephemeral Random Constants Automatically Defined Functions and Automatically Defined Macros Multiple tree forests Six tree-creation algorithms Extensive set of GP breeding operators Seven pre-done GP application problem domains (ant, regression, multiplexer, lawnmower, parity, two-box, edge)Vector (GA/ES) Representations: Fixed-Length and Variable-Length Genomes Arbitrary representations Five pre-done vector application problem domains (sum, rosenbrock, sphere, step, noisy-quartic)Other Representations: Multiset-based genomes in the rule package, for evolving Pitt-approach rulesets or other set-based representations.".
- Java_Evolutionary_Computation_Toolkit wikiPageExternalLink ecj.
- Java_Evolutionary_Computation_Toolkit wikiPageExternalLink ~sean.
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- Java_Evolutionary_Computation_Toolkit wikiPageID "12836631".
- Java_Evolutionary_Computation_Toolkit wikiPageLength "3390".
- Java_Evolutionary_Computation_Toolkit wikiPageOutDegree "14".
- Java_Evolutionary_Computation_Toolkit wikiPageRevisionID "639347313".
- Java_Evolutionary_Computation_Toolkit wikiPageWikiLink Academic_Free_License.
- Java_Evolutionary_Computation_Toolkit wikiPageWikiLink Category:Agent-based_software.
- Java_Evolutionary_Computation_Toolkit wikiPageWikiLink Category:Evolutionary_computation.
- Java_Evolutionary_Computation_Toolkit wikiPageWikiLink Category:Free_software_programmed_in_Java_(programming_language).
- Java_Evolutionary_Computation_Toolkit wikiPageWikiLink Coevolution.
- Java_Evolutionary_Computation_Toolkit wikiPageWikiLink Crossover_(genetic_algorithm).
- Java_Evolutionary_Computation_Toolkit wikiPageWikiLink Evolution_strategy.
- Java_Evolutionary_Computation_Toolkit wikiPageWikiLink Evolutionary_computation.
- Java_Evolutionary_Computation_Toolkit wikiPageWikiLink Genetic_algorithm.
- Java_Evolutionary_Computation_Toolkit wikiPageWikiLink Genetic_programming.
- Java_Evolutionary_Computation_Toolkit wikiPageWikiLink MOEA_Framework.
- Java_Evolutionary_Computation_Toolkit wikiPageWikiLink Mutation_(genetic_algorithm).
- Java_Evolutionary_Computation_Toolkit wikiPageWikiLink Paradiseo.
- Java_Evolutionary_Computation_Toolkit wikiPageWikiLink Selection_(genetic_algorithm).
- Java_Evolutionary_Computation_Toolkit wikiPageWikiLinkText "ECJ".
- Java_Evolutionary_Computation_Toolkit wikiPageWikiLinkText "Java Evolutionary Computation Toolkit".
- Java_Evolutionary_Computation_Toolkit subject Category:Agent-based_software.
- Java_Evolutionary_Computation_Toolkit subject Category:Evolutionary_computation.
- Java_Evolutionary_Computation_Toolkit subject Category:Free_software_programmed_in_Java_(programming_language).
- Java_Evolutionary_Computation_Toolkit hypernym System.
- Java_Evolutionary_Computation_Toolkit type Application.
- Java_Evolutionary_Computation_Toolkit comment "ECJ is a freeware evolutionary computation research system written in Java. It is a framework that supports a variety of evolutionary computation techniques, such as genetic algorithms, genetic programming, evolution strategies, coevolution, particle swarm optimization, and differential evolution.".
- Java_Evolutionary_Computation_Toolkit label "Java Evolutionary Computation Toolkit".
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- Java_Evolutionary_Computation_Toolkit sameAs m.02x6z5p.
- Java_Evolutionary_Computation_Toolkit sameAs Java_Evolutionary_Computation_Toolkit.
- Java_Evolutionary_Computation_Toolkit sameAs Q4041801.
- Java_Evolutionary_Computation_Toolkit wasDerivedFrom Java_Evolutionary_Computation_Toolkit?oldid=639347313.
- Java_Evolutionary_Computation_Toolkit isPrimaryTopicOf Java_Evolutionary_Computation_Toolkit.