Characteristic analysis and prevention on premature convergence in genetic algorithms

• 作 者: 徐宗本 高勇
• 机 构: InstituteforInformationandSystemSciences,FacultyofSciences,Xi’anJiaotongUniversity,Xi’an710049,China
• 出 处: 中国科学：技术科学英文版
• 发表日期: 1997年2期
• 关键词: genetic algorithm PREMATURE CONVERGENCE SCHEMA population DIVERSITY MATURATION e
• 基金项目: Project supported by the National Natural Science Foundation of China.

The identification and characteristics of premature convergence in genetic algorithms (GAs) are investigated Through a detailed quantitative analysis on the search capability and the degree of population diversity, the cause of premature convergence in GA