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The Distributed Constraint Optimization Problem (DCOP) lies at the foundations of multiagent cooperation. With DCOPs, the optimization in distributed resource allocation problems is formalized using constraint optimization problems. The solvers for the problem are designed based on decentralized cooperative algorithms that are performed by multiple agents. In a conventional DCOP, a single objective...
Distributed Constraint Optimization Problem (DCOP) has been studied as a fundamental problem in multiagent system. Distributed Gibbs (DGibbs) is a sampling-based solution method that performs a stochastic search on pseudo-trees of DCOPs. Since DGibbs is a synchronous distributed algorithm, where several agents exclusively perform local search, its message communication costs are relatively large....
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