Genetic Programming Lab (GPLab) Tool Set Version 3.0

Genetic Programming Lab (GPLab) Tool Set Version 3.0
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遗传编程实验室 (GPLab) 工具集版本 3.0

DOI:
10.1109/tpsd.2008.4562729
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发表时间:
2008
期刊:
2008 IEEE Region 5 Conference
影响因子:
--
通讯作者:
James Northern
James Northern
中科院分区:
--
文献类型:
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作者:
Edward William;James Northern

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本报告描述了遗传编程实验室(GPLab)工具集的3.0版。GPLab是一种公开可用的软件,根据通用公共许可证(GNU)软件法规免费使用。MATLAB是科学家和工程师之间的编程环境标准。GPLab的当前版本处理膨胀控制,调整与大小互补的适应度,跟踪适应度和原始适应度,并在选择过程中沿着使用调整后的值。本文包含GPLab实用程序套件的完整描述,并包含有关该工具组件的许多详细信息。本指南旨在轻松运行研究环境,而无需广泛浏览详细的手册。最后,本文档仅供快速参考,用于帮助理解GPLab使用的一个演示和一个简短的示例问题。该示例显示了如何在MATLAB/GPLab环境中分析生成树、适应度树、节点树、帕累托树和节点树(计算机程序)。
This report describes the release 3.0 of the Genetic Programming Lab (GPLab) tool set. GPLab is software that is publicly available and free to use under general public license (GNU) software regulations. MATLAB is a programming environment standard among scientist and engineers. This current release of GPLab handles bloat control, adjustment of fitness complementary to size, keeping track of fitness and raw fitness, and using adjusted values along the selection process. This paper contains a complete description of the GPLab utility suite and contains many details about the components of the tool. This guide is designed to run a research environment easily without need to browse extensively through the much detailed manual. Finally, this document is only for quick reference used to assist in the understanding of GPLab using a demonstration and a short example problem. The example shows how to analyze generation, fitness, nodes, pareto, and node trees (computer program) in the MATLAB/GPLab environment.