计算机工程与应用2016,Vol.52Issue(19):57-62,145,7.DOI:10.3778/j.issn.1002-8331.1604-0163
实值化学反应优化算法
Real-valued chemical reaction optimization algorithm
摘要
Abstract
Chemical Reaction Optimization(CRO)is a recently proposed population-based meta-heuristic, and Real-Coded CRO(RCCRO)is a variant of CRO, as the deficiency of the algorithm, a new Real-Valued CRO(RVCRO)algorithm is formulated and proposed for solving global numerical optimization problems. The new algorithm reformulates the frame-work and searching paradigm of conventional CRO. It also reduces the number of control parameters from eight to five. Then a set of commonly used benchmark functions is applied to evaluate the performance of the proposed algorithm, and the comparison results indicate that the proposed algorithm can generate superior performance than the RCCRO, in terms of the final error value and convergence speed.关键词
化学反应优化/实值算法/元启发式/数值优化Key words
chemical reaction optimization/real-valued algorithm/meta-heuristic/numerical optimization分类
信息技术与安全科学引用本文复制引用
杨松,何青..实值化学反应优化算法[J].计算机工程与应用,2016,52(19):57-62,145,7.基金项目
辽宁省教育厅科学研究基金(No.L2015394)。 ()