A Tabu Search Heuristic for Resource Management in Naval Warfare
Journal of Heuristics
Exact and Heuristic Algorithms for the Weapon-Target Assignment Problem
Operations Research
A new efficient algorithm for optimal assignment of smart weapons to targets
Computers & Mathematics with Applications
A study of cross-validation and bootstrap for accuracy estimation and model selection
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
A standard expert system for weapon target assignment problem
SPECTS'09 Proceedings of the 12th international conference on Symposium on Performance Evaluation of Computer & Telecommunication Systems
A hybrid search algorithm with heuristics for resource allocation problem
Information Sciences: an International Journal
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Constrained Weapon–Target Assignment: Enhanced Very Large Scale Neighborhood Search Algorithm
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Designing fuzzy inference systems from data: An interpretability-oriented review
IEEE Transactions on Fuzzy Systems
Approximation theory of fuzzy systems-MIMO case
IEEE Transactions on Fuzzy Systems
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
Employment of an evolutionary heuristic to solve the target allocation problem efficiently
Information Sciences: an International Journal
A survey on optimization metaheuristics
Information Sciences: an International Journal
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Weapon target assignment is a weapon assignment problem with the objective of minimizing the expected survival value of targets. This problem must be quickly solved on the battlefield (i.e., in real-time). Considering the combined complexity and the strict time constraints, a fuzzy decision maker is proposed as an alternative to aid commanders in deciding on proper weapon assignments. The concept builds a fuzzy decision maker for a given data set by using extended grid partitioning based on a sensitivity analysis of input variables. The proposed decision maker is implemented and tested with several randomly sampled assignment instances on realistic scenarios. In addition, a larger-scale scenario is also considered to demonstrate the scalability of the approach. The results show that the proposed system exhibits satisfactory performance and is serviceable on the battlefield.