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全局优化搜索新算法──列队竞争算法(Ⅱ)解网络综合问题

A NEW ALGORITHM FOR GLOBAL OPTIMIZATION SEARCHLINE-UP COMPETITION ALGORITHM (Ⅱ) SOLVING NETWORK SYNTHESIS PROBLEMS

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【作者】 鄢烈祥麻德贤

【Author】 Yan LiexiangMa Dexian(Department of Chemical Engineering,Hubei Polytechnic University, Wuhan 430068)(Department of Computer, Beijing Universityof Chemical Technology, Beijing 100029)

【机构】 湖北工学院化学工程系!武汉430068北京化工大学计算机系!北京100029

【摘要】 本文给出了列队竞争算法解组合优化问题的框架和确定变异领域的两条原则 .对管路网络综合问题和换热网络综合问题确定了相应的变异领域 ,用列队竞争算法分别解这两个网络综合问题 ,所得到的最优解优于文献报道的结果 .

【Abstract】 Many synthesis problems of chemical processes are attributed to combinatorial optimization problems which are diffcult to solve. Line-up Competition Algorithm (LCA) presented in part Ⅰ is applied to the structural and parameter optimization for process synthesis in this paper. The expression of competition driving force and the algorithmic framework are given for solving combinatorial optimization problems. The wto principles of determining mutation adjacent regions are proposed which are helpful to balance local search and global search. The algorithm is applied to the optimization of a large scale pressure relief header network and a heat exchanger network synthesis problem,respectively, and the results show that LCA algorithm can discover a very good near-optimum solution after examining an extremely small fraction of possible solutions. The solution is superior to those obtained with simulated annealing algorithms and genetic algorithms in literature. Examples demonstrate that LCA algorithm has great potential for solving combinatorial optimization problems.

  • 【文献出处】 化工学报 ,JOURNAL OF CHEMICAL INDUSTRY AND ENGINEERING(CHINA) , 编辑部邮箱 ,2000年02期
  • 【分类号】TQ021.8
  • 【被引频次】16
  • 【下载频次】208
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