Two-level Transplant Evolution for Optimization of Controllers

摘要：

This paper describes the application of Two-Level Transplant Evolution (TE) that can evolve control programs using a variable length linear genome to govern the mapping of a Backus Naur Form grammar definition. TE combines Grammatical Evolution (on the genotype level) with Genetic Programming (tree structures on the phenotype level). To increase the efficiency of Transplant Evolution (TE) the parallel Differential Evolution was added.

关键词： general controllers optimization two-level trans-plant evolution

作者: P. Osmera J. Petrucha M. Seda R. Matousek R. Weisser

作者单位: European Polytechnical Institute Kunovice Kunovice, Czech Republic Institute of Automation and Computer Science, Brno University of Technology Brno, Czech Republic

会议类型: 国际会议

会议名称: 2011 Eighth International Conference on Fuzzy System and Knowledge Discovery(第八届模糊系统与知识发现国际会议 FSKD 2011)

会议地点: 上海

会议语种:英文

页码: 2164-2169

在线出版日期: 2011-07-26（万方平台首次上网日期，不代表论文的发表时间）