Target Combination Selection Optimization Method of Joint Operations based on Fuzzy Genetic algorithm

Authors

Suike Li, The Department of Information Operation & Command Training, National Defense University, Beijing 100091, China;
Jianhua Xiang, The Department of Information Operation & Command Training, National Defense University, Beijing 100091, China;
Haijun Wang, The Department of Information Operation & Command Training, National Defense University, Beijing 100091, China;
Mingzhi Zhang, The Department of Information Operation & Command Training, National Defense University, Beijing 100091, China;
Li Yi, The Department of Information Operation & Command Training, National Defense University, Beijing 100091, China;

Abstract

Abstract: Under the condition of informatization, it is necessary to use intelligent model and optimization method to realize the cooperation and fusion of multi arms combat firepower. Aiming at the problem of target decision-making and firepower allocation in joint operations, the fuzzy multi-objective programming model was constructed to achieve the overall goal of achieving the maximum and the best firepower as a dual goal. In the model solving algorithm, the possibility theory was used to transform the fuzzy number, the model was transformed into the multi-objective programming model in the deterministic form. In order to improve the efficiency of the algorithm, the multi-objective genetic algorithm was optimized. Through the example data, the model and the design method were validated, and the Pareto optimal set of two objectives was obtained.

Recommended Citation

Li, Suike; Xiang, Jianhua; Wang, Haijun; Zhang, Mingzhi; and Yi, Li (2020) "Target Combination Selection Optimization Method of Joint Operations based on Fuzzy Genetic algorithm," Journal of System Simulation: Vol. 29: Iss. 10, Article 4.
DOI: 10.16182/j.issn1004731x.joss.201710004
Available at: https://dc-china-simulation.researchcommons.org/journal/vol29/iss10/4

First Page

2254

DOI Link

https://doi.org/10.16182/j.issn1004731x.joss.201710004

Last Page

2261

CLC

TP391.9

Recommended Citation

Li Suike, Xiang Jianhua, Wang Haijun, Zhang Mingzhi, Li Yi. Target Combination Selection Optimization Method of Joint Operations based on Fuzzy Genetic algorithm[J]. Journal of System Simulation, 2017, 29(10): 2254-2261.

DOI

10.16182/j.issn1004731x.joss.201710004