期刊文献+

优化的遗传算法在游戏编程中的应用 被引量:2

The Application of Optimum Genetic Algorithm On Game Programming
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摘要 本文简要介绍了游戏编程中的人工智能问题,基本遗传算法的实现原理及过程,分析了基本遗传算法的不足之处,重点介绍对基本遗传算法三个方面的优化及优化后的遗传算法具体的处理过程. A brief introduction of the artificial intelligence problem in game programming is presented in the paper, the implement principle and process of basic genetic algorithm is pointed out, and the shortage of basic genetic algorithm is analyzed. The paper emphasizes on the introduction of optimization on basic genetic algorithm and the concrete procedure of optimum genetic algorithm.
机构地区 武汉理工大学
出处 《电脑知识与技术(过刊)》 2007年第2期432-,461,共2页 Computer Knowledge and Technology
关键词 染色体 基因特征值 适应度 优化 Chromosome Locus Fitness optimum
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参考文献3

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  • 3[5]De Jong k A.An analysis of the Behavior of a Class of Genetic Adaptive Systems.Ph.D Dissertation,University of Michigan,No.76-9381,1975.

同被引文献13

  • 1廖国勇,王广超.用遗传算法解迷宫问题[J].华东交通大学学报,2006,23(2):138-140. 被引量:10
  • 2Melanie Mitchell. An Introduction to Genetic Algorithms. MIT Press, 1998.
  • 3Lotte Berghman,Dries Goossens,Roel Leus. Efficient solutions for Mastermind using genetic algorithms. Computers & Operations Research, 2009(36):1880.
  • 4Bong-Keun Lee, Choong-Shik Park, Jae-Hong Kim, Sang-Jo Youk and Keun Ho Ryu. An Intelligent NPC Framework for Context Awareness in MMORPG. International Conference on Convergence and Hybrid Information Technology, 2008:190.
  • 5Gary B. Parker, Matt Parker. Evolving Parameters for Xpilot Combat Agents. Computational Intelligence and Games, 2007, April:238.
  • 6Sushil J: Louis, Member, IEEE, and Chris Miles. Playing to Learn: Case-Injected Genetic Algorithms for Learning to Play Computer Games.IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2005,9(6):669.
  • 7Sancho Salcedo-Sanz, Emilio G. Ort'iz- Garc'ia, Angel M. P'erez-Bellido, Antonio Portilla- Figueras and Xin Yao. Solving Japanese Puzzles with Heuristics. Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Games, 2007,April :224.
  • 8付朝晖,丁梦,喻昕.游戏编程中的寻路算法研究[J].湖南工业大学学报,2007,21(4):84-87. 被引量:5
  • 9杨科选,梁昔明.遗传算法在游戏开发中的应用[J].计算机系统应用,2009,18(5):128-130. 被引量:3
  • 10边霞,米良.遗传算法理论及其应用研究进展[J].计算机应用研究,2010,27(7):2425-2429. 被引量:226

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