A review of the role of heuristics in stochastic optimisation: From metaheuristics to learnheuristics
In the context of simulation-based optimisation, this paper reviews recent work related to the
role of metaheuristics, matheuristics (combinations of exact optimisation methods with …
role of metaheuristics, matheuristics (combinations of exact optimisation methods with …
Solving multi-objective weapon-target assignment considering reliability by improved MOEA/D-AM2M
X Yi, H Yu, T Xu - Neurocomputing, 2024 - Elsevier
The weapon-target assignment problem is a challenging optimization issue, but reliability is
seldom considered in the majority of existing literature. To address the high-reliability …
seldom considered in the majority of existing literature. To address the high-reliability …
YOLO-G: A lightweight network model for improving the performance of military targets detection
L Kong, J Wang, P Zhao - IEEE Access, 2022 - ieeexplore.ieee.org
Military target detection technology is the foundation and key to perceive and analyze the
battlefield situation, and it is also the premise of target tracking technology. Aiming at the …
battlefield situation, and it is also the premise of target tracking technology. Aiming at the …
Adaptive large neighborhood search algorithm for multi-stage weapon target assignment problem
Weapon target assignment (WTA) is a critical operational research topic that can be applied
to plentiful military fields. A new variant of WTA, the multi-stage WTA problem, is …
to plentiful military fields. A new variant of WTA, the multi-stage WTA problem, is …
Operational Research: methods and applications
Abstract Throughout its history, Operational Research has evolved to include methods,
models and algorithms that have been applied to a wide range of contexts. This …
models and algorithms that have been applied to a wide range of contexts. This …
Solving the dynamic weapon target assignment problem by an improved multiobjective particle swarm optimization algorithm
L Kong, J Wang, P Zhao - Applied Sciences, 2021 - mdpi.com
Dynamic weapon target assignment (DWTA) is an effective method to solve the multi-stage
battlefield fire optimization problem, which can reflect the actual combat scenario better than …
battlefield fire optimization problem, which can reflect the actual combat scenario better than …
[HTML][HTML] Task assignment in ground-to-air confrontation based on multiagent deep reinforcement learning
J Liu, G Wang, Q Fu, S Yue, S Wang - Defence Technology, 2023 - Elsevier
The scale of ground-to-air confrontation task assignments is large and needs to deal with
many concurrent task assignments and random events. Aiming at the problems where …
many concurrent task assignments and random events. Aiming at the problems where …
A bi-objective dynamic collaborative task assignment under uncertainty using modified MOEA/D with heuristic initialization
W Xu, C Chen, S Ding, PM Pardalos - Expert Systems with Applications, 2020 - Elsevier
The collaborative task assignment involved in Command and Control Systems is a key
problem to be solved. The existing researches have their limitations to the natures of …
problem to be solved. The existing researches have their limitations to the natures of …
[图书][B] Simulation and wargaming
C Turnitsa, C Blais, A Tolk - 2022 - Wiley Online Library
In December 2017, the United States Marines Corps (USMC) conducted a twoday workshop
on the future of wargaming in the light of the plans to set up a new USMC Wargaming …
on the future of wargaming in the light of the plans to set up a new USMC Wargaming …
A quantum algorithm for solving weapon target assignment problem
E Acar, S Hatipoğlu, İ Yılmaz - Engineering Applications of Artificial …, 2023 - Elsevier
Quantum computers, known to have the potential for exponential speedup in solving some
problems due to their superposition property, are expected to facilitate the solution of NP …
problems due to their superposition property, are expected to facilitate the solution of NP …