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基于NSGA-Ⅱ多目标优化的C2组织设计

乔士东 黄金才 修保新 张维明

国防科技大学学报2009,Vol.31Issue(5):64-69,6.
国防科技大学学报2009,Vol.31Issue(5):64-69,6.

基于NSGA-Ⅱ多目标优化的C2组织设计

Organizational Design of C2 by NSGA-Ⅱ Multi-objective Optimization Algorithm

乔士东 1黄金才 1修保新 1张维明1

作者信息

  • 1. 国防科技大学CISR技术国防科技重点实验室,湖南,长沙,410073
  • 折叠

摘要

Abstract

An efficient multi-objective optimization (MO) algorithm named as NSGA-Ⅱ is applied to solve the problem of organiza. fional design of C2. Before introducing the settings of NSGA-Ⅱ, a discussion is made about the shortcomings in forming optimizing ob jective by weighted method and proceeding procedure like nested GA, which exist in popular algorithms of organizational design of (2 With this MO algorithm, more indexes can be optimized within one procedure which makes it more practical than dealing with single in. dex as usually. Some modifications are made for NSGA-Ⅱ to match the specifications of the experiment, a group of appealing and induc live results are reached, which reveals the effectiveness of NSGA-Ⅱ in the problem of organizational design of C2.

关键词

C2组织设计/遗传算法/多目标优化算法/NSGA-Ⅱ

Key words

organizational design of C2/ genetic algorithm(GA) / muhi-objective optimization(MO) / nondominated sorting genetic algorithm Ⅱ (NSGA-Ⅱ)

分类

社会科学

引用本文复制引用

乔士东,黄金才,修保新,张维明..基于NSGA-Ⅱ多目标优化的C2组织设计[J].国防科技大学学报,2009,31(5):64-69,6.

基金项目

国家自然科学基金资助项目(70701038) (70701038)

国防科技大学学报

OA北大核心CSCDCSTPCD

1001-2486

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