A Study on the Weapon–Target Assignment Problem Considering Heading Error
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Aeronautical and Space Sciences"
DOI: 10.1007/s42405-024-00717-5
Abstract: The focus of this study is to investigate the assignment of weapons to multiple targets in a scenario, specifically when an air defense system is confronted with numerous targets, such as low-altitude rockets or groups… read more here.
Keywords: orientation; rotation; target assignment; target ... See more keywords
A new optimal weapon target assignment method using an artificial fish swarm algorithm with survival evolution
Sign Up to like & getrecommendations! Published in 2024 at "Engineering Computations"
DOI: 10.1108/ec-11-2023-0844
Abstract: PurposeFirepower conflicts usually decay the firepower plan's enforceability, thus incurring high survival risks. Previous studies have shown little attention to avoiding firepower conflicts during the weapon target assignment process. This research proposes a new constrained… read more here.
Keywords: evolution; method; survival evolution; target assignment ... See more keywords
A Modified MOEA/D Algorithm for Solving Bi-Objective Multi-Stage Weapon-Target Assignment Problem
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3079152
Abstract: In command of modern intelligent operations, in addition to solving the problem of multi-unit coordinated task assignment, it is also necessary to obtain a suitable plan according to the needs of decision makers. Based on… read more here.
Keywords: problem; multi stage; target assignment; algorithm ... See more keywords
AAV Weapon Target Assignment via State Split Flow Deep Q-Learning Network With Threat Degree Index
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2025.3611829
Abstract: This article investigates the weapon target assignment (WTA) problem for the autonomous aerial vehicle (AAV) system in the safety transition task. Considering the heterogeneity of targets, a reinforcement learning (RL) environment is constructed for the… read more here.
Keywords: threat; target assignment; degree index; threat degree ... See more keywords
Meta-Path-Based Weapon-Target Recommendation in Heterogeneous Combat Network
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DOI: 10.1109/jsyst.2018.2890090
Abstract: The information period has significantly changed in the use of warfare patterns, and modern operations require rapid operational planning and decision making under different combat conditions. Weapon-target recommendation is essential for the automation of military… read more here.
Keywords: target recommendation; target; weapon target; meta path ... See more keywords
Artificial Intelligence in Combat Decision-Making: Weapon Target Assignment via Reinforcement Learning and Graph Neural Networks.
Sign Up to like & getrecommendations! Published in 2025 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2025.3610606
Abstract: Selecting targets to attack and assigning weapons are among the most critical decisions on the battlefield. The decision problem is represented as a dynamic weapon-target assignment (DWTA) problem. While deep reinforcement learning (DRL) is the… read more here.
Keywords: target assignment; graph neural; decision; reinforcement learning ... See more keywords
Improved Ant Colony Optimization for Weapon-Target Assignment
Sign Up to like & getrecommendations! Published in 2018 at "Mathematical Problems in Engineering"
DOI: 10.1155/2018/6481635
Abstract: Weapon-target assignment (WTA) which is crucial in cooperative air combat explores assigning weapons to targets with the objective of minimizing the threats from those targets. Based on threat functions, there are four WTA models constrained… read more here.
Keywords: target assignment; colony; weapon target; ant colony ... See more keywords