典型文献
Multi-objective optimization of operation loop recommendation for kill web
文献摘要：
In order to improve our military's level of intelligent accusation decision-making in future intelligent joint warfare, this paper studies operation loop recommendation methods for kill web based on the fundamental combat form of the future, i.e.,"web-based kill," and the operation loop theory. Firstly, we pio-neer the operation loop recommendation problem with opera-tion ring quality as the objective and closed-loop time as the constraint, and construct the corresponding planning model. Secondly, considering the case where there are multiple deci-sion objectives for the combat ring recommendation problem, we propose for the first time a multi-objective optimization algo-rithm, the multi-objective ant colony evolutionary algorithm based on decomposition (MOACEA/D), which integrates the multi-objective evolutionary algorithm based on decomposition (MOEA/D) with the ant colony algorithm. The MOACEA/D can converge the optimal solutions of multiple single objectives non-dominated solution set for the multi-objective problem. Finally, compared with other classical multi-objective optimization algo-rithms, the MOACEA/D is superior to other algorithms superior in terms of the hyper volume (HV), which verifies the effectiveness of the method and greatly improves the quality and efficiency of commanders' decision-making.
文献关键词：
中图分类号：
作者姓名：
YANG Kewei;XIA Boyuan;CHEN Gang;YANG Zhiwei;LI Minghao
作者机构：
College of Systems Engineering,National University of Defense Technology,Changsha 410073,China
文献出处：
引用格式：
[1]YANG Kewei;XIA Boyuan;CHEN Gang;YANG Zhiwei;LI Minghao-.Multi-objective optimization of operation loop recommendation for kill web)[J].系统工程与电子技术（英文版）,2022(04):969-985
A类：
accusation,pio,MOACEA,commanders
B类：
Multi,optimization,operation,loop,recommendation,kill,web,In,order,our,military,level,intelligent,decision,making,future,joint,warfare,this,paper,studies,methods,fundamental,combat,form,theory,Firstly,neer,problem,quality,closed,constraint,construct,corresponding,planning,model,Secondly,considering,case,where,there,multiple,objectives,propose,first,ant,colony,evolutionary,decomposition,which,integrates,MOEA,can,converge,optimal,solutions,single,dominated,set,Finally,compared,other,classical,superior,algorithms,terms,hyper,volume,HV,verifies,effectiveness,greatly,improves,efficiency
AB值：
0.412292
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