A Multi-Objective Stochastic Optimization Model for Pharmaceutical Supply Chain Management Based on Time and Cost

dc.contributor.author Ghoroqi, Mahyar
dc.contributor.author Abbasi, Sina
dc.contributor.author Shahab, Erfan
dc.contributor.author Ghadi, Hossein Gholami
dc.contributor.author Khorrami, Sepideh
dc.date.accessioned 2026-04-07T11:34:26Z
dc.date.available 2026-04-07T11:34:26Z
dc.date.issued 2026
dc.description.abstract This paper presents a multi-objective stochastic optimization model for pharmaceutical supply chain management (PSCM), focusing on minimizing both time and cost. By considering these objectives and uncertainties simultaneously, the model aims to provide robust and efficient supply chain (SC) strategies for pharmaceutical companies. In this study, abi-objective mixed-integer linear programming (BOMILP) model is developed for a pharmaceutical supply chain network design (PSCND) problem. The model supports various strategic decisions, such as opening pharmaceutical production centers and main or local distribution centers, as well as determining optimal material flows over a mediumterm planning horizon and making tactical decisions. It aims to minimize total costs and flow constraints as the first and second objective functions, respectively. To verify and analyze the proposed model, it is tested on a real case study.
dc.identifier.doi 10.3934/jdg.2026019
dc.identifier.issn 2164-6074
dc.identifier.issn 2164-6066
dc.identifier.uri https://hdl.handle.net/123456789/13723
dc.identifier.uri https://doi.org/10.3934/jdg.2026019
dc.language.iso en
dc.publisher Amer Inst Mathematical Sciences-AIMS
dc.relation.ispartof Journal of Dynamics and Games
dc.rights info:eu-repo/semantics/openAccess
dc.subject Mathematical Modeling
dc.subject Mixed-Integer Programming
dc.subject Pharmaceutical Supply Chain Network Design
dc.subject Multi-Period Location-Allocation Problem
dc.subject Stochastic Optimization
dc.title A Multi-Objective Stochastic Optimization Model for Pharmaceutical Supply Chain Management Based on Time and Cost
dc.type Article
dspace.entity.type Publication
gdc.author.wosid Shahab, Erfan/KWU-4810-2024
gdc.author.wosid Ghoroqi, Mahyar/T-2171-2017
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gdc.description.department
gdc.description.departmenttemp [Abbasi, Sina] Yasar Univ, Fac Business, Dept Logist Management, Izmir, Turkiye; [Khorrami, Sepideh] Kar Univ, Dept Management, Qazvin, Iran; [Ghadi, Hossein Gholami] Seneca Coll, Sch Accounting & Financial Serv, Toronto, ON, Canada; [Shahab, Erfan] Toronto Metropolitan Univ, Dept Ind Engn, Toronto, ON, Canada; [Ghoroqi, Mahyar] Iran Univ Sci & Technol, Sch Civil Engn, Tehran, Iran
gdc.description.endpage 0
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
gdc.description.startpage 0
gdc.description.volume 0
gdc.description.woscitationindex Emerging Sources Citation Index
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