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应用无性繁殖单亲遗传算法实现精馏分离序列优化综合
引用本文:董宏光,秦立民,王涛,姚平经.应用无性繁殖单亲遗传算法实现精馏分离序列优化综合[J].大连理工大学学报,2004,44(6):781-785.
作者姓名:董宏光  秦立民  王涛  姚平经
作者单位:大连理工大学,化工学院,过程系统工程研究所,辽宁,大连,116012;大连理工大学,化工学院,过程系统工程研究所,辽宁,大连,116012;大连理工大学,化工学院,过程系统工程研究所,辽宁,大连,116012;大连理工大学,化工学院,过程系统工程研究所,辽宁,大连,116012
摘    要:由于精馏分离序列与二叉树之间具有同构性,在数据结构上精馏分离序列可以抽象为二叉树,直接采用二叉树结构编码方案可以同时表达个体的基因型和表现型.借鉴生物界单亲父本可以经过无性繁殖得到子代的现象,对进化和遗传等重组算子进行设计.应用图论方法建立有效的二叉树结构演化重组机制,从而形成无性繁殖单亲交叉和变异算子.实例表明无性繁殖单亲遗传算法能够成功解算大规模精馏分离序列优化综合问题.

关 键 词:遗传算法  二叉树编码方案  单亲遗传算子  精馏分离序列  优化综合
文章编号:1000-8608(2004)06-0781-05

Application of partheno-genetic algorithm based on asexual reproduction to distillation separation sequence optimization synthesis
DONG Hong-guang,QIN Li-min,WANG Tao,YAO Ping-jing.Application of partheno-genetic algorithm based on asexual reproduction to distillation separation sequence optimization synthesis[J].Journal of Dalian University of Technology,2004,44(6):781-785.
Authors:DONG Hong-guang  QIN Li-min  WANG Tao  YAO Ping-jing
Institution:DONG Hong-guang~*,QIN Li-min,WANG Tao,YAO Ping-jing
Abstract:Because there is analogous structure between the distillation separation sequence and the binary tree, distillation separation sequence can be described as binary tree data structure, and thus the binary tree is directly applied as the coding method so that genetype and phenotype of individuals can be represented simultaneously. According to the phenomenon that single parent can breed offspring through asexual reproduction, evolutionary and genetic operator can be designed. And then, by using the method of graph theory, the recombination mechanism in structure of the binary tree is built. As a result, the single parent crossover and mutation operator based on asexual reproduction are designed successfully. The example shows that partheno-genetic algorithm based on asexual reproduction can successfully solve the problem of large-scale distillation separation sequence synthesis.
Keywords:genetic algorithm  coding method based on binary tree  single parent genetic operator  distillation separation sequence  optimization synthesis
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