Path planning for uninhabited combat air vehicle (UCAV) is a class of complicated high dimensional optimization problem, which mainly centralizes on path planning considering the different kinds of constrains in the complex environment of war. In order to solve this problem, it is converted to a kind of constrained function optimization problem, and a wolf colony search algorithm based on the complex method is proposed, which combines the complex method with a wolf colony search algorithm, and it solves the problem of UCAV path planning successfully. The experiment results show that our proposed algorithm is feasible and effective to solve the problem of UCAV path planning.
목차
Abstract 1. Introduction 2. UCAV Path Planning Mathematical Model 2.1 Problem description [20] 2.2 Performance indicator 2.3 Threat cost 2.4 Fuel cost 3. CWCA 3.1 Initialize the wolf colony 3.2 Search the quarry 3.3 Besiege the quarry 3.4 Lead the wolf colony to search the quarry based on complex method 3.5 Update the wolf colony 3.6 The pseudo code of CWCA 4. CWCA for Solving UCAV Path Planning 4.1 The steps of UCAV path planning based on CWCA 4.2 The flow chart of UCAV path planning based on CWCA 5. Experiment Simulations 5.1 Influence of control parameters 5.2 Effect of DimensionalityD 5.3 Effect of maximum iterations max t 6. Conclusions Acknowledgements References
키워드
Wolf colony search algorithmcomplex methodUCAV path planningconstrained optimization
저자
Qiang Zhou [ College of Information Science and Engineering, Guangxi University for Nationalities, Nanning Guangxi 530006, China ]
Yongquan Zhou [ College of Information Science and Engineering, Guangxi University for Nationalities, Guangxi Key Laboratory of Hybrid Computation and IC Design Analysis, Nanning Guangxi 530006, China ]
Xin Chen [ College of Information Science and Engineering, Guangxi University for Nationalities, Nanning Guangxi 530006, China ]
보안공학연구지원센터(IJHIT) [Science & Engineering Research Support Center, Republic of Korea(IJHIT)]
설립연도
2006
분야
공학>컴퓨터학
소개
1. 보안공학에 대한 각종 조사 및 연구
2. 보안공학에 대한 응용기술 연구 및 발표
3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최
4. 보안공학 기술의 상호 협조 및 정보교환
5. 보안공학에 관한 표준화 사업 및 규격의 제정
6. 보안공학에 관한 산학연 협동의 증진
7. 국제적 학술 교류 및 기술 협력
8. 보안공학에 관한 논문지 발간
9. 기타 본 회 목적 달성에 필요한 사업
간행물
간행물명
International Journal of Hybrid Information Technology
간기
격월간
pISSN
1738-9968
수록기간
2008~2016
십진분류
KDC 505DDC 605
이 권호 내 다른 논문 / International Journal of Hybrid Information Technology Vol.7 No.1