Asynchronous forward bounding revisited

M Wahbi, R Ezzahir, C Bessiere - … on Principles and Practice of Constraint …, 2013 - Springer
Abstract The Distributed Constraint Optimization Problem (DCOP) is a powerful framework
for modeling and solving applications in multi-agent coordination. Asynchronous Forward …

The impact of wireless communication on distributed constraint satisfaction

M Wahbi, KN Brown - International Conference on Principles and Practice …, 2014 - Springer
Distributed constraint satisfaction (DisCSP) models decision problems where physically
distributed agents control different decision variables, but must communicate with each other …

A colored Petri net model for DisCSP algorithms

C Pascal, D Panescu - Concurrency and Computation: Practice …, 2017 - Wiley Online Library
The aim of this paper is to present a colored Petri net that models a system applying a
DisCSP method. Our study considered 3 representative DisCSP algorithms: synchronous …

Contribution to modeling smart grid problem with the constraint satisfaction problem formalism

G El Khattabi, S Lahboub, B El Houssine… - Proceedings of the 2nd …, 2018 - dl.acm.org
Smart Grids are electricity distribution networks that use intelligent IT methods to match the
adequacy between consumer demand and provider offer (electric power plants and various …

Solving DCSP problems in highly degraded communication environments

S Samadidana, R Mailler - … of the International Conference on Web …, 2017 - dl.acm.org
Although there have been tremendous gains in network communication reliability, many real
world applications of distributed systems still face message loss, limitations, delay, and …

Maintaining ethical resolution in distributed constraint reasoning

G El Khattabi, I Benelallam, EH Bouyakhf - Journal of Ambient Intelligence …, 2020 - Springer
Multi-agent systems (MAS) consist of autonomous agents that parcel out different tasks and
make decisions in dynamic environments. Distributed constraint satisfaction problem …

Global constraints in Distributed CSP: Concurrent GAC and explanations in ABT

M Wahbi, KN Brown - International Conference on Principles and Practice …, 2014 - Springer
The expressiveness of Distributed CSP has been recently enhanced to include global
constraints. Careful reformulation of contractible global constraints has been shown to …

Detection of unethical intelligent agents in ethical distributed constraint satisfaction problems

G El Khattabi, O Haij, I Benelallam… - Proceedings of the 2nd …, 2018 - dl.acm.org
Ethics has become the most interesting research field in artificial intelligence, it has been
considered in several areas such as intelligent military applications, private data systems …

A distributed optimization method for the geographically distributed data centres problem

M Wahbi, D Grimes, D Mehta, KN Brown… - … Conference on AI and …, 2017 - Springer
The geographically distributed data centres problem (GDDC) is a naturally distributed
resource allocation problem. The problem involves allocating a set of virtual machines (VM) …

Maintaining arc consistency asynchronously in synchronous distributed search

M Wahbi, R Ezzahir, C Bessiere… - 2012 IEEE 24th …, 2012 - ieeexplore.ieee.org
We recently proposed No good-Based Asynchronous Forward Checking (AFC-ng), an
efficient and robust algorithm for solving Distributed Constraint Satisfaction Problems …