海军防空规划问题:新颖的表述和启发式方法

IF 1.9 4区 管理学 Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Naval Research Logistics Pub Date : 2024-04-04 DOI:10.1002/nav.22186
Caner Arslan, Orhan Karasakal, Ömer Kırca
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引用次数: 0

摘要

本文重点讨论海洋环境中的防空问题,其中涉及保护友军海军资产免受空中威胁。具体来说,我们定义并解决了海军防空规划(NADP)问题,该问题包括舰艇的机动决策以及针对威胁安排武器和传感器,以最大化友军部队的总预期生存概率。与以往的研究相比,NADP 问题更加现实和适用,因为它考虑到了传感器分配要求、武器和传感器盲区、取决于序列的设置时间以及舰船的红外/雷达特征等特征。本研究提出了 NADP 问题的混合整数非线性编程模型,并开发了启发式求解方法。计算结果证明,这些启发式方法在解决 NADP 问题时既快速又高效。
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Naval Air Defense Planning problem: A novel formulation and heuristics
This article focuses on air defense in maritime environment, which involves protecting friendly naval assets from aerial threats. Specifically, we define and address the Naval Air Defense Planning (NADP) problem, which consists of maneuvering decisions of the ships and scheduling weapons and sensors to the threats in order to maximize the total expected survival probability of friendly units. The NADP problem is more realistic and applicable than previous studies, as it considers features such as sensor assignment requirements, weapon and sensor blind sectors, sequence‐dependent setup times, and ship's infrared/radar signature. In this study, a mixed‐integer nonlinear programming model of the NADP problem is presented and heuristic solution approaches are developed. Computational results demonstrate that these heuristic approaches are both fast and efficient in solving the NADP problem.
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来源期刊
Naval Research Logistics
Naval Research Logistics 管理科学-运筹学与管理科学
CiteScore
4.20
自引率
4.30%
发文量
47
审稿时长
8 months
期刊介绍: Submissions that are most appropriate for NRL are papers addressing modeling and analysis of problems motivated by real-world applications; major methodological advances in operations research and applied statistics; and expository or survey pieces of lasting value. Areas represented include (but are not limited to) probability, statistics, simulation, optimization, game theory, quality, scheduling, reliability, maintenance, supply chain, decision analysis, and combat models. Special issues devoted to a single topic are published occasionally, and proposals for special issues are welcomed by the Editorial Board.
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