Probabilistic Inference Based Message-Passing for Resource Constrained DCOPs

• المؤلفون الرئيسيون: GHOSH, Supriyo, Akshat KUMAR, Pradeep VARAKANTHAM
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2015
• الموضوعات: Algorithms; Artificial intelligence; Benchmarking; Constrained optimization; Artificial Intelligence and Robotics; Operations Research, Systems Engineering and Industrial Engineering
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/3155; https://ink.library.smu.edu.sg/context/sis_research/article/4155/viewcontent/P_ID_52423_EMDCOP.pdf

Distributed constraint optimization (DCOP) is an important framework for coordinated multiagent decision making. We address a practically useful variant of DCOP, called resource-constrained DCOP (RC-DCOP), which takes into account agents’ consumption of shared limited resources. We present a promisi...