Sequence and Direction Planning of Multiobjective Attack in Virtual Navigation Based on Variable Granularity Optimization Method
Joint Authors
Ruan, Chengwei
Yu, Lei
Zhou, Zhongliang
Wang, Jinfu
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-10-25
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
In multiobjective air attacking tasks, it is essential to find the optimal combat preplanning for the attacking flight.
This paper solves the planning problem by decomposing it into two subproblems: attacking sequence planning and attacking direction planning.
According to this decomposition, we propose the VGHPSO (Variable Granularity Hybrid Particle Swarm Optimization) method.
VGHPSO employs the Particle Swarm Optimization, a metaheuristic global optimization method, to solve the planning problem in multiple granularities, including optimizing the high-level attacking sequence and optimizing the low-level attacking directions for engagements.
Furthermore, VGHPSO utilizes infeasible individuals in the swarm in order to enhance the capability of searching in the boundary of the feasible solution space.
Simulation results show that the proposed model is feasible in the combat, and the VGHPSO method is efficient to complete the preplanning process.
American Psychological Association (APA)
Ruan, Chengwei& Yu, Lei& Zhou, Zhongliang& Wang, Jinfu. 2015. Sequence and Direction Planning of Multiobjective Attack in Virtual Navigation Based on Variable Granularity Optimization Method. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1074773
Modern Language Association (MLA)
Ruan, Chengwei…[et al.]. Sequence and Direction Planning of Multiobjective Attack in Virtual Navigation Based on Variable Granularity Optimization Method. Mathematical Problems in Engineering No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1074773
American Medical Association (AMA)
Ruan, Chengwei& Yu, Lei& Zhou, Zhongliang& Wang, Jinfu. Sequence and Direction Planning of Multiobjective Attack in Virtual Navigation Based on Variable Granularity Optimization Method. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1074773
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074773