摘要
寻求多解具有实际背景和广泛应用价值,同时也是非常复杂的问题.多解与多样性之间有内在关联性,运用免疫机制的多样性特征求解多解问题时,有其独特的优点.如何有效地发挥免疫机制在多解问题中的这种优势,需要深入开展工作.本文讨论了克隆和疫苗免疫在多解问题求解中的作用,然后提出一个合理的算法模型,并通过仿真实验进行验证.
Searching multi-solution has wide range of practical background and broad application significance, and it is also a very complicated problem. Relation between multi-solution and diversity is inherent. Diversiform feature of immunity has advantages in searching multi-solution. How to effectively bring into play those advantages is a work needs to be researched deeply. The role of clonal and vaccine in searching multi-solution is discussed. Then a suitable or reasonable algorithm model for multi-solution problems based on immunities is present. Finally the simulation experiments prove the feasibility of this method.
出处
《哈尔滨工程大学学报》
EI
CAS
CSCD
北大核心
2006年第B07期263-265,共3页
Journal of Harbin Engineering University
基金
湖南省教育厅科学研究项目(变环境下基于粒群与免疫机制的移动机器人多路径规划).
关键词
免疫算法
克隆
疫苗
多解
immune algorithms
clonal
vaccine
multi-solution