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0.0
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Total downloads
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115
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Last update
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July 23, 2010
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Publisher
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Sean Luke
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License
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Free |
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OS
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Windows
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Size
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3 MB
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Description
ECJ is a research EC system written in Java. It was designed to be highly flexible, with nearly all classes (and all of their settings) dynamically determined at runtime by a user-provided parameter file. All structures in the system are arranged to be easily modifiable. Even so, the system was designed with an eye toward efficiency.
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"ECJ 19" Features:
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, with support for generational, asynchronous steady-state, and coevolutionary distribution
* 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 pressure
GP 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
* Eight pre-done GP application problem domains (ant, regression, multiplexer, lawnmower, parity, two-box, edge, serengeti)
Vector (GA/ES) Representations
* Fixed-Length and Variable-Length Genomes
* Arbitrary representations
* Ten pre-done vector application problem domains (rastrigin, sum, rosenbrock, sphere, step, noisy-quartic, booth, griewangk, nk, hiff)
Other Representations
* Multiset-based genomes in the rule package, for evolving Pitt-approach rulesets or other set-based representations.
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ECJ 19 Copyright Information
Place77 periodically updates pricing and software information about full version from the publisher. Mirror links are directly from our servers or publisher's sites.
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