Approximating the optimal mapping for weapon target assignment by fuzzy reasoning

Information Sciences

Volumn 255, Issue , 2014, Pages 30-44

  Şahin, Mehmet Alper ^a   Leblebicioǧlu, Kemal ^b  

^a Havelsan AS   (Turkey)

^b MIDDLE EAST TECHNICAL UNIVERSITY   (Turkey)

Author keywords

Fuzzy Decision Maker (FDM); Grid partitioning; Weapon Target Assignment (WTA)

Indexed keywords

COMBINED COMPLEXITY; FUZZY DECISION-MAKERS; FUZZY REASONING; GRID PARTITIONING; REALISTIC SCENARIO; TIME CONSTRAINTS; WEAPON ASSIGNMENT; WEAPON-TARGET ASSIGNMENT;

ARTIFICIAL INTELLIGENCE; SOFTWARE ENGINEERING;

DECISION MAKING;

EID: 84886097155     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2013.08.004     Document Type: Article

References (36)

1. R.K. Ahuja, A. Kumar, K. Jha, J.B. Orlin, Exact and Heuristic Methods for the Weapon Target Assignment Problem (Working Paper: 4464-03), MIT Sloan School of Management, Cambridge, MA, USA, 2003.
2. R.K. Ahuja, A. Kumar, K. Jha, and J.B. Orlin Exact and heuristic algorithms for the weapon-target assignment problem Operations Research 55 6 2007 1136 1146
3. A.E. Bayrak, and F. Polat Employment of an evolutionary heuristic to solve the target allocation problem efficiently Information Sciences 222 2013 675 695
4. D. Blodgett, M. Gendreau, F. Guertin, and J.Y. Potvin A tabu search heuristic for resource management in naval warfare Journal of Heuristics 9 2003 145 169
5. Z. Bogdanowicz A new efficient algorithm for optimal assignment of smart weapons to targets Computers and Mathematics with Applications 58 10 2009 169 174
6. I. Boussaid, J. Lepagnot, and P. Siarry A survey on optimization metaheuristics Information Sciences 237 2013 82 117
7. R.E. Burkard, and F.A. Rendl A thermodynamically motivated simulation procedure for combinatorial optimization problems European Journal of Operational Research 17 2 1984 169 174
8. H. Cai, J. Liu, Y. Chen, and H. Wang Survey of the research on dynamic weapon-target assignment problem Journal of Systems Engineering and Electronics 17 3 2006 559 565
9. S.C. Chang, R.M. James, J.J. Shaw, Assignment algorithm for kinetic energy weapons in boost defence, in: Proceedings of IEEE Decision and Control Conference, Los Angeles, CA, USA, 1987.
10. J. Chen, B. Xin, Z. Peng, L. Dou, and J. Zhang Evolutionary decision-makings for the dynamic weapon-target assignment problem Science in China Series F: Information Sciences 52 11 2009 2006 2018
11. R.H. Day Allocating weapons to target complexes by means of non-linear programming Operations Research 14 1966 992 1013
12. G.G. DenBroeder, R.E. Ellison, and L. Emerling On optimum target assignments Operations Research 7 3 1959 322 326
13. A.R. Eckler, S.A. Burr, Mathematical Models of Target Coverage and Missile Allocation (Technical Report DTIC: AD-A953517), Military Operations Research Society, Alexandria, USA, 1972.
14. S. Guillaume Designing fuzzy inference Systems from data: an interpretability-oriented review IEEE Transactions on Fuzzy Systems 9 3 2001 426 443
15. O. Karasakal, N.E. Ozdemirel, and L. Kandiller Anti-ship missile defence of a naval task group Naval Research Logistics 58 3 2011 304 321
16. J.D. Katter, A Solution of the Multi-Weapon, Multi-Target Assignment Problem (Working Paper: 26957), MITRE, Bedford, MA, USA, 1986.
17. R. Kohavi, A study of cross-validation and bootstrap for accuracy estimation and model selection, in: Proceedings of IJCAI, Montreal, Canada, 1995, pp. 1137-1143.
18. M. Lee Constrained weapon target assignment: enhanced very large scale neighbourhood search algorithm IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans 40 1 2010 198 204
19. Z.J. Lee, and C.Y. Lee A hybrid search algorithm with heuristics for resource allocation problem Information Sciences 173 2005 155 167
20. Z.J. Lee, S.F. Su, and C.Y. Lee Efficiently solving general weapon-target assignment problem by genetic algorithms with greedy eugenics IEEE Transactions on Systems, Man and Cybernetics, Part B 33 1 2003 113 121
21. S.P. Lloyd and H.S. Witsenhausen, Weapon allocation is NP-complete, in: Proceedings of Summer Simulation Conference, Reno, NV, USA, 1986, pp. 1054-1058.
22. A.S. Manne A target assignment problem Operations Research 6 3 1958 346 351
23. R.A. Murphey Target-based weapon target assignment problems P.M. Pardalos, L.S. Pitsoulis, Non-linear Assignment Problems: Algorithms and Applications vol. 7 1999 Kluwer Academic Publisher Dordrecht 39 53
24. S. Paradis, A. Benaskeur, M. Oxenham, P. Cutler, Threat evaluation and weapons allocation in network-centric warfare, in: Proceedings of Information Fusion, Philadelphia, PA, USA, 2005.
25. J.M. Rosenberger, A. Yucel, The generalized weapon target assignment problem, in: Command and Control Research and Technical Symposium, McLean, VA, USA, 2005.
26. J.N. Roux, and J.H. Van Vuuren Threat evaluation and weapon assignment decision support: a review of the state-of-the-art ORiON: Journal of ORSSA 23 2 2007 151 187
27. M.A. Sahin, K. Leblebicioglu, A standard expert system for weapon target assignment problem, in: Proceedings of SPECTS, Istanbul, Turkey, 2009.
28. M.A. Sahin, K. Leblebicioglu, Rule based weapon target assignment on the battlefield, in: Proceedings of 18th IFAC World Congress, Milano, Italy, 2011.
29. G.A.F. Seber, and C.J. Wild Nonlinear Regression 1989 Wiley New York, USA
30. T. Takagi, and M. Sugeno Fuzzy identification of systems and its applications to modelling and control IEEE Transactions on Systems, Man, Cybernetics 15 1985 116 132
31. B. Xin, J. Chen, Z. Peng, L. Dou, and J. Zhang An efficient rule-based constructive heuristic to solve dynamic weapon target assignment problem IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans 41 3 2011 598 606
32. B. Xin, J. Chen, J. Zhang, L. Dou, and Z. Peng Efficient decision making for dynamic weapon-target assignment by virtual permutation and tabu search heuristics IEEE Transactions on Systems, Man and Cybernetics, Part C 40 6 2010 649 662
33. L.A. Zadeh Outline of a new approach to the analysis of complex systems and decision processes IEEE Transactions on Systems, Man and Cybernetics 3 1 1973 28 44
34. X. Zeng, and M. Zeng Approximation theory of fuzzy systems-MIMO case IEEE Transactions on Fuzzy Systems 3 2 1993 219 235
35. X. Zeng, Y. Zhu, L. Nan, K. Hu, B. Niu, X. He, Solving weapon-target assignment problem using discrete particle swarm optimization, in: Proceedings of Intelligent Control and Automation Conference, Dalian, China, 2006, pp. 3562-3565.
36. L. Zenghua and W. Jingye, Weapon target assignment research based on genetic algorithm mixed with damage simulation, in: Proceedings of ICCASM, Taiyuan, China, 2010, pp. 460-463.