The first cooperative co-evolutionary algorithm (CCEA) was proposed by Potter and De Jong
in 1994 and since then many CCEAs have been proposed and successfully applied to …

The rapid development of parallel and distributed computing paradigms has brought about
great revolution in computing. Thanks to the intrinsic parallelism of evolutionary computation …

大型复杂工程装备的优化设计通常为高复杂度, 高维度的优化问题, 即所谓的大规模黑箱优化
问题, 其特点是目标函数和/或约束函数解析式不可知且设计变量维度很高. 近年来 …

合作型协同演化算法是近年来计算智能研究的热点. 它运用生物协同演化的思想,
通过构建两个或者多个种群, 建立它们之间的合作关系. 两个或多个种群通过相互合作来提高 …

In this paper, we study the cooperative coevolutionary algorithms (CCEAs) for dynamic
optimization. We introduce the CCEAs with two popular types of individuals:(1) random …

Numerical optimization is one of the most active research areas and is widely used in
science, engineering, economics and industry. In numerical black box optimization, the …

Evolutionary computation is a heuristic optimization technique inspired by nature. The
optimization problem is analogous to the natural environment, candidate solutions become …