节点文献
智能约束处理技术综述
Summary of Intelligent Constraint Handling Techniques
【摘要】 首先对函数约束优化问题进行数学描述,分析其求解难点,然后综述当今主流的一些智能约束处理技术,包括罚函数法、基于排序的方法、基于可行性规则的方法、基于多目标的方法、特殊算子、基于译码器的方法、基于文化算法的技术、修补技术以及混合策略等,最后提出了有待进一步研究的几个方面。
【Abstract】 The mathematical formulation of constrained optimization was presented first,and the difficulties were analyzed.Then some popular intelligent constraint-handling techniques were surveyed,including penalty function based method,rank-based method,feasibility rule-based method,multi-objective based method,special operators,decoding-based method,culture algorithm based method,repair technique and hybrid strategy.Finally,the conclusions and future research work were provided.
【关键词】 约束优化;
智能算法;
罚函数;
排序方法;
可行性规则;
多目标方法;
【Key words】 constrained optimization; intelligent algorithm; penalty function; rank-based method; feasibility rule; multi-objective algorithm;
【Key words】 constrained optimization; intelligent algorithm; penalty function; rank-based method; feasibility rule; multi-objective algorithm;
【基金】 国家自然科学基金资助项目(60774082);国家“863”计划项目(2007AA04Z155);国家“973”计划项目(2002CB312200)
- 【文献出处】 化工自动化及仪表 ,Control and Instruments in Chemical Industry , 编辑部邮箱 ,2008年01期
- 【分类号】TP18
- 【被引频次】50
- 【下载频次】734