Mohamed Wahbi
Research Profile
Biography
Research Interests
I am interested in Distributed Constraint Reasoning (DCR). DCR is a framework for solving various problems arising in Distributed Artificial Intelligence. In DCR, a problem is expressed as a Distributed Constraint Network (DCN). A DCN is composed of a group of autonomous agents where each agent has control of some elements of information about the problem, that is, variables and constraints. Each agent own its local constraint network. Variables in different agents are connected by constraints.
Agents try to find a local solution (locally consistent assignment) and communicate it with other agents using a DCR protocol to check its consistency against constraints with variables owned by other agents. A DCN offers an elegant way to model and solve naturally distributed constraint satisfaction/optimization problems that are distributed by nature (e.g., distributed resource allocation, distributed meeting scheduling, sensor networks, etc).
Books
Year | Publication | |
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(2013) | Algorithms and Ordering Heuristics for Distributed Constraint Satisfaction Problems (FOCUS Series).
Wahbi, Mohamed (2013) Algorithms and Ordering Heuristics for Distributed Constraint Satisfaction Problems (FOCUS Series). : Wiley-ISTE. [Details] |
Peer Reviewed Journals
Year | Publication | |
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(2013) | 'Nogood-Based Asynchronous Forward-Checking Algorithms'
Wahbi, Mohamed and Ezzahir, Redouane and Bessiere, Christian and Bouyakhf, El Houssine (2013) 'Nogood-Based Asynchronous Forward-Checking Algorithms'. Constraints, 18 (3):404-433 [Details] |
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(2012) | 'Corrigendum to ``Min-Domain Retroactive Ordering for Asynchronous Backtracking'''
Mechqrane, Younes and Wahbi, Mohamed and Bessiere, Christian and Bouyakhf, El-Houssine and Meisels, Amnon and Zivan, Roie (2012) 'Corrigendum to ``Min-Domain Retroactive Ordering for Asynchronous Backtracking'''. Constraints, 17 (3):348-355 [ Publisher's Version] [DOI] [Details] |
Conference Publications
Year | Publication | |
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(2014) | Proceedings of the 20th International Conference on Principles and Practice of Constraint Programming
Wahbi, Mohamed and Brown, Kenneth N. (2014) Global Constraints in Distributed CSP: Concurrent GAC and Explanations in ABT Proceedings of the 20th International Conference on Principles and Practice of Constraint Programming Lyon, France, , pp.721-737 [Details] |
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(2014) | Proceedings of the 20th International Conference on Principles and Practice of Constraint Programming
Wahbi, Mohamed and Brown, Kenneth N. (2014) The impact of wireless communication on distributed constraint satisfaction Proceedings of the 20th International Conference on Principles and Practice of Constraint Programming Lyon, France, , pp.738-754 [Details] |
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(2013) | Proceedings of the 19th International Conference on Principles and Practice of Constraint Programming
Wahbi, Mohamed and Ezzahir, Redouane and Bessiere, Christian (2013) Asynchronous Forward Bounding Revisited Proceedings of the 19th International Conference on Principles and Practice of Constraint Programming Uppsala, Sweden, , pp.708-723 [Details] |
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(2012) | Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence
Wahbi, Mohamed and Ezzahir, Redouane and Bessiere, Christian and Bouyakhf, El Houssine (2012) Maintaining Arc Consistency Asynchronously in Synchronous Distributed Search Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence Athens, Greece, , pp.33-40 [Details] |
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(2011) | Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence
Bessiere, Christian and Bouyakhf, El Houssine and Mechqrane, Younes and Wahbi, Mohamed (2011) Agile Asynchronous Backtracking for Distributed Constraint Satisfaction Problems Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence Boca Raton, Florida, USA, , pp.777-784 [Details] |
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(2009) | Proceedings of the 15th international conference on Principles and practice of constraint programming
Ezzahir, Redouane and Bessiere, Christian and Wahbi, Mohamed and Benelallam, Imade and Bouyakhf, El Houssine (2009) Asynchronous Inter-Level Forward-Checking for DisCSPs Proceedings of the 15th international conference on Principles and practice of constraint programming Lisbon, Portugal, , pp.304-318 [Details] |
Thesis/Dissertation
Year | Publication | |
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(2012) | Algorithms and Ordering Heuristics for Distributed Constraint Satisfaction Problems.
Wahbi, Mohamed (2012) Algorithms and Ordering Heuristics for Distributed Constraint Satisfaction Problems. Thesis/Dissertation [Details] |
Research Report
Year | Publication | |
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(2012) | Nogood-Based Asynchronous Forward-Checking Algorithms.
Wahbi, Mohamed and Ezzahir, Redouane and Bessiere, Christian and Bouyakhf, El Houssine (2012) Nogood-Based Asynchronous Forward-Checking Algorithms. Research Report [Details] |
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(2011) | Agile Asynchronous Backtracking for Distributed Constraint Satisfaction Problems.
Bessiere, Christian and Bouyakhf, El Houssine and Mechqrane, Younes and Wahbi, Mohamed (2011) Agile Asynchronous Backtracking for Distributed Constraint Satisfaction Problems. Research Report [Details] |