(2014) A hybrid approach to parallelize a fast non-dominated sorting genetic algorithm for phylogenetic inference. Concurrency and Computation: Practice and Experience.S. Santander-Jime´nez and M. A. Vega-Rod
先check每个solution,找到每个solution,dominate多少个solution,被多少个solution支配。完成以后,得到所有non-dominate的solution,然后将这些节点的dominant的节点的支配节点的被支配数减-1,如果有节点的数目减为0,那么成为新的current front。直到成功处理所有的solution。因此这一步最高的复杂度为O(N2)所以总的复杂度为O...
Multi-objective evolutionary algorithms which use non-dominated sorting and sharing have been mainly criticized for their (i) O(MN 3) computational complexity (where M is the number of objectives and N is the population size), (ii) non-el
each front)complexity of this algorithm is . In the following we describe a fast non-dominated sorting approach which will require at most computations. First, for each solution we calculate two entities: (i) , the number of solutions which dominate the solution ,and(ii) ,a set of solutions...
青云英语翻译 请在下面的文本框内输入文字,然后点击开始翻译按钮进行翻译,如果您看不到结果,请重新翻译!A Fast Elitist Non-dominated Sorting Genetic Algorithm选择语言:从 到 翻译结果1翻译结果2 翻译结果3翻译结果4翻译结果5 翻译结果1复制译文编辑译文朗读译文返回顶部 一个快速的精英非支配排序遗传算法 翻译结果...
2) nonelitism approach; and 3) the need for specifying a sharing parameter. In this paper, we suggest a nondominated sorting-based multiobjective EA (MOEA), called nondominated sorting genetic algorithm II (NSGA-II), which alleviates all the above three difficulties. Specifically, a fast non...
This paper presents an Elitist Non-Dominated Sorting Genetic Algorithm version II (NSGA-II), for solving the Reactive Power Dispatch (RPD) problem. The optimal RPD problem is a nonlinear constrained multi-objective optimization problem where the real power loss and the bus voltage deviations are ...
2) nonelitism approach; and 3) the need for specifying a sharing parameter. In this paper, we suggest a nondominated sorting-based multiobjective EA (MOEA), called nondominated sorting genetic algorithm II (NSGA-II), which alleviates all the above three difficulties. Specifically, a fast non...
A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II Kalyanmoy Deb, Associate Member, IEEE, Amrit Pratap, Sameer Agarwal, and T. Meyarivan Abstract—Multiobjective evolutionary algorithms (EAs) that use nondominated sorting and sharing have been criti- ...
6, NO. 2, APRIL 2002A Fast and Elitist Multiobjective Genetic Algorithm:NSGA-IIKalyanmoy Deb, Associate Member, IEEE, Amrit Pratap, Sameer Agarwal, and T. MeyarivanAbstract—Multiobjectivethat use nondominated sorting and sharing have been criti-cized mainly for their: 1)(whereis the number...