Weapon target assignment optimization for land based multi-air defense systems: A goal programming approach

dc.contributor.authorHocaoglu, Mehmet Fatih
dc.date.accessioned2025-05-10T19:48:53Z
dc.date.issued2019
dc.departmentİstanbul Medeniyet Üniversitesi
dc.description.abstractThis study addressed the issue of allocating the air defense missiles to incoming air targets to maximize the air defense effectiveness of land-based air defense systems. A constraint based nonlinear goal programming (multi-objective) model for weapon assignment problem to minimize survival probability was developed. The model not only gave optimum assignment but also resulted in engagement times and defense success for multi-defense sites. The model utilized parameters belonging to defense systems such as engagement duration, setup duration between engagements, command and control structures, fire doctrines, and defense strategies and parameters belonging to target such as probability of kill values, position, orientation, weapon load, target type, and course of actions inferred by current detection information. The simulation model has two-way usages. In the first usage, it obtains solution for the parameters given above under limited number of missiles. In the second usage, the model shows the amount of missile to be used to achieve the possible highest success with the parameters given above. To be able to use the optimization model in a simulation environment, a simulation model as an optimizer agent is developed and located in air defense simulation scenarios. The model collects input data, optimize assignments, calculates fire times, and schedules fire orders. This solution is exemplified by a land-based air defense example.
dc.description.sponsorshipOffice of Scientific Research Projects of Istanbul Medeniyet University [FBA-2014-327]; Agena IDT Llc
dc.description.sponsorshipThe study is supported by Office of Scientific Research Projects of Istanbul Medeniyet University with FBA-2014-327 project code and Simulation environment is provided by Agena IDT Llc.
dc.identifier.doi10.1016/j.cie.2019.01.015
dc.identifier.endpage689
dc.identifier.issn0360-8352
dc.identifier.issn1879-0550
dc.identifier.scopus2-s2.0-85059823945
dc.identifier.scopusqualityQ1
dc.identifier.startpage681
dc.identifier.urihttps://doi.org/10.1016/j.cie.2019.01.015
dc.identifier.urihttps://hdl.handle.net/20.500.14730/11856
dc.identifier.volume128
dc.identifier.wosWOS:000458221900051
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorHocaoglu, Mehmet Fatih
dc.language.isoen
dc.publisherPergamon-Elsevier Science Ltd
dc.relation.ispartofComputers & Industrial Engineering
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WOS_20250302
dc.subjectAgent based simulation
dc.subjectAir defense systems
dc.subjectGoal programming
dc.subjectMulti-objective optimization
dc.subjectNon-linear optimization
dc.subjectResource allocation
dc.subjectWeapon-target assignment
dc.titleWeapon target assignment optimization for land based multi-air defense systems: A goal programming approach
dc.typeArticle

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