系统工程理论与实践
繫統工程理論與實踐
계통공정이론여실천
Systems Engineering—Theory & Practice
2015年
4期
1011~1018
,共null页
王玮 刘兴林 王军 李涛
王瑋 劉興林 王軍 李濤
왕위 류흥림 왕군 리도
体系作战 舰艇编队 区域防空 目标分配 遗传算法 交互式决策
體繫作戰 艦艇編隊 區域防空 目標分配 遺傳算法 交互式決策
체계작전 함정편대 구역방공 목표분배 유전산법 교호식결책
system-of-systems operation; warship formation; area antiaircraft; weapon target assignment;genetic algorithm; interactive decision making
针对现代海上编队作战是基于信息系统的体系作战客观要求,对信息化条件下海上编队区域防空目标分配问题进行了研究,提出了对空防御拦截水平的概念,建立了多层防御模式下的编队区域防空目标分配模型.为了有效求解模型,综合运用交互式决策思想和遗传算法,提出了一种基于遗传算法(GA)的交互式求解模型的方法.在GA设计中,通过对染色体编码、初始化种群、适应度函数以及遗传运算、选择策略等环节的合理设计,保证了产生个体的有效性,提高了搜索质量,加快了搜索速度.仿真结果表明了模型和算法的有效性,从而为有效解决现代海上编队体系作战的区域防空目标分配问题探求了一条新途径.
針對現代海上編隊作戰是基于信息繫統的體繫作戰客觀要求,對信息化條件下海上編隊區域防空目標分配問題進行瞭研究,提齣瞭對空防禦攔截水平的概唸,建立瞭多層防禦模式下的編隊區域防空目標分配模型.為瞭有效求解模型,綜閤運用交互式決策思想和遺傳算法,提齣瞭一種基于遺傳算法(GA)的交互式求解模型的方法.在GA設計中,通過對染色體編碼、初始化種群、適應度函數以及遺傳運算、選擇策略等環節的閤理設計,保證瞭產生箇體的有效性,提高瞭搜索質量,加快瞭搜索速度.倣真結果錶明瞭模型和算法的有效性,從而為有效解決現代海上編隊體繫作戰的區域防空目標分配問題探求瞭一條新途徑.
침대현대해상편대작전시기우신식계통적체계작전객관요구,대신식화조건하해상편대구역방공목표분배문제진행료연구,제출료대공방어란절수평적개념,건립료다층방어모식하적편대구역방공목표분배모형.위료유효구해모형,종합운용교호식결책사상화유전산법,제출료일충기우유전산법(GA)적교호식구해모형적방법.재GA설계중,통과대염색체편마、초시화충군、괄응도함수이급유전운산、선택책략등배절적합리설계,보증료산생개체적유효성,제고료수색질량,가쾌료수색속도.방진결과표명료모형화산법적유효성,종이위유효해결현대해상편대체계작전적구역방공목표분배문제탐구료일조신도경.
Aiming at the objective demand that the modern warship formation operation is a system-of- systems one based on information system, in this paper the problem of area antiaircraft weapon target assignment is studied for the warship formation under informationized conditions, it is put forward the concept of air defense interception level and built a weapon target assignment model based on the multi- layer defense mode. In order to solve the model, combined with the interactive decision making and genetic algorithm, a human-computer interaction method to solve the model is proposed based on genetic algorithm (GA). In GA design, by reasonable design of chromosome coding, initial population, fitness function, genetic operation and strategy selection, the individual vMidity was ensured. Searching quality was improved and search speed was sped up. The simulation result showed the effectiveness of the model and algorithm which explores a new way to effectively solve the problem of area antiaircraft weapon target assignment in the modern warship formation system-of-systems operation.