Animating the Evolution Process of Genetic Algorithms

机译：动画遗传算法的演变过程

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This paper reports the work on the development of an animation system for visualising the optimisation process of the Genetic Algorithm. The description on the requirements and structure of the system is presented. The developed system is applied to visualise some six testing cases. Sequences of animation shots of the evolution process for solving the Branin RCOS problem and the Schaffer-6 problem are presented. In the latter example, the effect of a solution acceleration technique is also demonstrated. The method of building the visualisation system can be applied to other evolutionary computation techniques.

机译：本文报告了关于可视化遗传算法优化过程的动画系统的开发的工作。提出了关于系统的要求和结构的描述。应用开发系统以可视化若干六个测试用例。介绍了求解Branin RCOS问题的演化过程的动画镜头和Schaffer-6问题。在后一种例子中，还证明了解决方案加速技术的效果。构建可视化系统的方法可以应用于其他进化计算技术。

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《Asia-Pacific conference on simulated evolution and learning》|1999年||共8页
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作者
An Li; Kit Po Wong;
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原文格式 PDF
正文语种
中图分类人工智能理论;
关键词
genetic algorithm; animation; graphic user interface (GUI); optimisation;

机译：遗传算法;动画;图形用户界面（GUI）;优化;

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3. An investigation on the evolution process of thunderstorms over a metropolis of India using DWR Max_Z products and genetic algorithm [J] . Chaudhuri Sutapa, Khan Fatema, Pal Jayanti, Meteorology and Atmospheric Physics . 2015,第1期

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4. Animating the Evolution Process of Genetic Algorithms [C] . An Li, Kit Po Wong Asia-Pacific conference on simulated evolution and learning . 1999

机译：动画遗传算法的演变过程
5. Cultural algorithms with genetic programming: Learning to control the program evolution process. [D] . Zannoni, Elena. 1996

机译：具有遗传编程的文化算法：学习控制程序的演化过程。
6. Genome Evolution by Matrix Algorithms: Cellular Automata Approach to Population Genetics [O] . Shuhao Qiu, Andrew McSweeny, Samuel Choulet, 2014

机译：矩阵算法的基因组进化：细胞自动机方法的群体遗传学。
7. Using Physically-Based Models and Genetic Algorithms for Functional Composition of Sound Signals, Synchronized to Animated Motion [O] . Tapio Takala, James Hahn, Larry Gritz, 1993

机译：使用基于物理的模型和遗传算法对与动画运动同步的声音信号的功能合成
8. Using Physically-Based Models and Genetic Algorithms for Functional Composition of Sound Signals, Synchronized to Animated Motion. [R] . Takala, T., Hahn, J., Gritz, L., 1993

机译：使用基于物理的模型和遗传算法进行声音信号的功能组合，与动画运动同步。

Animating the Evolution Process of Genetic Algorithms

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