دورية أكاديمية
ABMSCORE: A Heuristic Algorithm for Forming Strategic Coalitions in Agent-Based Simulation
| العنوان: | ABMSCORE: A Heuristic Algorithm for Forming Strategic Coalitions in Agent-Based Simulation |
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| المؤلفون: | Collins, Andrew J., Grigoryan, Gayane |
| المصدر: | Engineering Management & Systems Engineering Faculty Publications |
| بيانات النشر: | ODU Digital Commons |
| سنة النشر: | 2024 |
| المجموعة: | Old Dominion University: ODU Digital Commons |
| مصطلحات موضوعية: | Agent-based simulation, Autonomous agents, Behavioral research, Coalition formation, Computational models, Cooperative game theory, Core, Economies, Framework, Game theory, Heuristic algorithms, Models, Simulation platform, Size, Stability, Strategic cooperation, Behavioral Economics, Operations Research, Systems Engineering and Industrial Engineering, Theory and Algorithms |
| الوصف: | Integrating human behavior into agent-based models has been challenging due to its diversity. An example is strategic coalition formation, which occurs when an individual decides to collaborate with others because it strategically benefits them, thereby increasing the expected utility of the situation. An algorithm called ABMSCORE was developed to help model strategic coalition formation in agent-based models. The ABMSCORE algorithm employs hedonic games from cooperative game theory and has been applied to various situations, including refugee egress and smallholder farming cooperatives. This paper discusses ABMSCORE, including its mechanism, requirements, limitations, and application. To demonstrate the potential of ABMSCORE, a new application example is given, which is based on a complex version of the Thomas Schellings segregation model. The intent of the paper is to provide the potential user with enough information so that they can apply ABMSCORE to their simulation products. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | unknown |
| العلاقة: | https://digitalcommons.odu.edu/emse_fac_pubs/208Test; https://digitalcommons.odu.edu/context/emse_fac_pubs/article/1210/viewcontent/Collins_2024_ABMSCOREaHeuristicAlgorithmforFormingStrategicCoalitionsinAgentBased.pdfTest |
| DOI: | 10.1080/17477778.2024.2311884 |
| الإتاحة: | https://doi.org/10.1080/17477778.2024.2311884Test https://digitalcommons.odu.edu/emse_fac_pubs/208Test https://digitalcommons.odu.edu/context/emse_fac_pubs/article/1210/viewcontent/Collins_2024_ABMSCOREaHeuristicAlgorithmforFormingStrategicCoalitionsinAgentBased.pdfTest |
| حقوق: | © 2024 The Authors. This is an Open Access article distributed under the terms of the Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the authors or with their consent. |
| رقم الانضمام: | edsbas.483CB110 |
| قاعدة البيانات: | BASE |
| DOI: | 10.1080/17477778.2024.2311884 |
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