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A Multi-agent Supply Chain Simulation Analysis through a Statistical Mixed Model
2014
Procedia Technology - Elsevier
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In this paper, data from a supply chain simulation model, which is based on the multi-agent system simulation approach, was considered. ...
Supply chain coordination is a problem that arises in a supply chain and it is necessary to understand and analyse it as a set of dependencies both in physical flows, as well as in informational flows. ...
In this paper, a SC simulation model, which is based on the multi-agent system (MAS) simulation approach, where the performance of multi-product, multi-echelon SC, subject to different sets of operational ...
doi:10.1016/j.protcy.2014.10.079
fatcat:exhw5ja36nfy5pn4ckgxrdo2sy
Supplier selection in an agent based pharmaceutical supply chain: An application of TOPSIS and PROMETHEE Π
2015
Uncertain Supply Chain Management
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This paper ranks criteria influencing on behavior of a medicine manufacturer agent when its goal is to select the supplier agents to interact with across a pharmaceutical agent based supply chain. ...
Having a supply chain is an unavoidable fact and all companies should focus on if they wish to survive in the competitive business world. ...
Meisam Pourghahreman for editing the original manuscript. ...
doi:10.5267/j.uscm.2015.4.001
fatcat:tqsw3252g5c5di5fde7bupm4r4
Effects of trust-based decision making in disrupted supply chains
2020
PLoS ONE
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We use multiagent simulations where each agent represents a key decision maker in a pharmaceutical supply chain. ...
To explore these issues, we model a pharmaceutical supply chain with boundedly rational artificial decision makers capable of reasoning about the motivations and behaviors of others. ...
Simulating the Beer Game setting, [28] and [29] studied trust dynamics in a multi-echelon supply chain with more than one agent in each echelon. ...
doi:10.1371/journal.pone.0224761
pmid:32069295
pmcid:PMC7028279
fatcat:sgkfu4pcu5bt5jlyqc5yfjsbqu
Process industry supply chains: Advances and challenges
2005
Computers and Chemical Engineering
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A large body of work exists in process industry supply chain optimisation. ...
We describe the state of the art of research in infrastructure design, modelling and analysis and planning and scheduling, together with some industrial examples. ...
The multi-agent-based approach is a powerful technique for simulating this sort of system. ...
doi:10.1016/j.compchemeng.2005.02.023
fatcat:ehj5uqnjy5brlg6lc64vgzkgra
Towards a cloud computing in the service of green logistics
2018
International Journal of Logistics Systems and Management
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As a scenario, we've chosen the case of a virtual pharmaceutical wholesaler, and we have formulated the problem for command preparation process. ...
In this paper, we propose a multi-agent system based on a cloud computing platform called system agent cloud logistics (SACL), which aims to measure the economic, environmental and social performances ...
Considering the operational decision-making level, the objective of this article is to design a multi-agent system based on CC called SACL, for the sustainability of supply chain, including: CC technology ...
doi:10.1504/ijlsm.2018.088579
fatcat:5hfn6m75hjhkrop7iosvo2bm24
An Agent-Based Simulation Model for Supply Chain Collaborative Technological Innovation Diffusion
2015
International Journal of Simulation Modelling
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An agent-based model of collaborative supply chain technological innovation including the supplier agents, manufacture agents and customer agents is established in this paper, and the simulation experiments ...
Zhang: An Agent-Based Simulation Model for Supply Chain Collaborative Technological ... 314 beneficial technological innovation adopted by individual enterprise, the follows will simulate this innovation ...
In the agent-based simulation model of supply chain collaborative technological innovation, there is a close interaction between the suppliers and manufacturers. ...
doi:10.2507/ijsimm14(2)co6
fatcat:wtztfhnfbnfyximzsmmosijagq
Agent-based supply chain management—1: framework
2002
Computers and Chemical Engineering
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The first part of the paper describes the framework while the second part illustrates its application to a refinery supply chain. ...
In this two-part paper, we propose a unified framework for modeling, monitoring and management of supply chains. ...
Acknowledgements The authors would like to acknowledge financial support provided by The Logistics Institute */Asia Pacific, National University of Singapore. ...
doi:10.1016/s0098-1354(02)00150-3
fatcat:skbtepo5v5eldacsuz23gtdkdu
Integrated methodological frameworks for modelling agent-based advanced supply chain planning systems: A systematic literature review
2011
Journal of Industrial Engineering and Management
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This paper provides a systematic literature review of recent developments in methodological frameworks for the modelling and simulation of agent-based advanced supply chain planning systems. ...
In addition, we noted in general terms that the notion of advanced supply chain planning is not considered unambiguously, that the social and individual aspects of the agent society are not taken into ...
Committee of the TÉLUQ-UQAM) for their financial support. ...
doi:10.3926/jiem.326
fatcat:uq5j52s4xfh4fb5xplnqo266am
A Proposed Framework for Improving Supply Chain Management using Block Chain
2022
International Journal of Computer Applications
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Through the formationof block chain, supplies and multi agent systems. ...
Table (4) Present the current limitation in the supply chain
isn't a recent problem, in a multi-agent system is suggested to management and the impact of applying blockchain ...
doi:10.5120/ijca2022921893
fatcat:4uuv32k3xfg3lkiuho3woywbvy
Simulation based optimization of a stochastic supply chain considering supplier disruption: An agent-based modeling and reinforcement learning
2018
Scientia Iranica. International Journal of Science and Technology
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Hence, an agent-based simulation approach has been developed to simulate the supply chain and transactions between retailers and unreliable suppliers. ...
In this paper a multi-period stochastic supply chain with demand uncertainty and supplier disruption is modeled. ...
In addition, Jiang and Sheng [24] developed a multi-agent reinforcement learning for a supply chain network with stochastic demand. Kim et al. ...
doi:10.24200/sci.2018.20789
fatcat:vcs7sfxh6rcpto6debktc7fbze
Purchasing Planning and Order Allocation in the Pharmaceutical Sustainable Supply Chain with Using Theoretical-Graph (GT-MP- DM) (Case Study: Supplying the clotting factor for patients with hemophilia)
2018
International Journal of Supply and Operations Management
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Regarding to the significance of the clotting agents in health and life of the hemophilia patients, it is especially important to provide and supply this drug from the safe companies and the amount of ...
and, decision makers.This article presents a framework for supplier selection from sustainability perspective.In this study, along with the sustainability criteria, the other criteria and sub-criteria ...
-In addition, this is considered a multi-product and multi-period supply chain. ...
doi:10.22034/2018.4.5
doaj:8a358b008f1f4a3d895c205f53381862
fatcat:xkheida2ojezni2cf4mnjlnfyi
Designing a resilient supply chain: An approach to reduce drug shortages in epidemic outbreaks
2018
EAI Endorsed Transactions on Pervasive Health and Technology
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The risk of supply chain disruption leads to the development of resilient supply chains that are capable of reacting effectively. ...
RESULTS: We present the results of a hypothetical study on the impact of COVID-19 on a regional supply network. ...
The design of a resilient medicine supply chain that can serve as a response to unexpected risks in the health system requires the participation of the different agents involved in the supply chain, in ...
doi:10.4108/eai.13-7-2018.164260
fatcat:lslat65wgfe5jntx6ketv5o4vm
Recent Trends and Challenges in Planning and Scheduling of Chemical-Pharmaceutical Plants
[chapter]
2015
Studies in Big Data
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This paper discusses the current trends in optimization methods for solving planning and scheduling problems in the chemical-pharmaceutical industry. ...
The heterogeneous demand, characteristic of the complex drug development cycle, asks for mixed planning strategies capable of increasing the resources utilization and the plant output, and of dealing with ...
), through the European Regional Development Fund (ERDF), and by national funds, through the Portuguese funding agency, Fundação para a Ciência e a Tecnologia (FCT). ...
doi:10.1007/978-3-319-24154-8_15
fatcat:ezbdkaac4re3fcjq45mbmmyl24
Pharmaceutical supply chains: key issues and strategies for optimisation
2004
Computers and Chemical Engineering
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A good understanding of what actually drives the supply chain dynamics is also required. ...
Only a small proportion of this work directly addresses the issues faced in the pharmaceutical sector. ...
Acknowledgements The author is very grateful to Gabriel Gatica, Jonatan Gjerdrum and Lazaros Papageorgiou for their contributions to this work. ...
doi:10.1016/j.compchemeng.2003.09.022
fatcat:asabrysvwngexabfhalgq4x3eq
Simulation Optimization of Manufacturing Takt Time for a Leagile Supply Chain with a De-coupling Point
2021
International Journal of Industrial Engineering and Management
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Acknowledgements The author wish to thank the two anonymous reviewers for their valued review and suggestions to improve the content and presentation of the paper. ...
Funding This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors. ...
Komoto and other authors [20] in their paper on multi-objective reconfiguration method of supply chains through discrete event simulation worked on a case study to show how the multi-objective optimization ...
doi:10.24867/ijiem-2021-2-280
fatcat:6ispyujxmbhxvbbdkqmpstkny4
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