Crisscross optimization algorithm and its application

作者：

Highlights：

• This paper introduces a new optimization algorithm called crisscross optimization algorithm (CSO).

• The horizontal crossover searches the offspring within a half population of hypercubes.

• The vertical crossover is able to accelerate the stagnant dimensions of population to jump out of local optima.

• The integration of the dual search mechanisms gifts the CSO algorithm with powerful global search ability.

摘要

•This paper introduces a new optimization algorithm called crisscross optimization algorithm (CSO).•The horizontal crossover searches the offspring within a half population of hypercubes.•The vertical crossover is able to accelerate the stagnant dimensions of population to jump out of local optima.•The integration of the dual search mechanisms gifts the CSO algorithm with powerful global search ability.

论文关键词：Crisscross optimization algorithm,Economic dispatch,Optimization problem,Horizontal crossover search,Vertical crossover search

论文评审过程：Received 22 August 2013, Revised 29 April 2014, Accepted 1 May 2014, Available online 14 May 2014.

论文官网地址：https://doi.org/10.1016/j.knosys.2014.05.004