F. Kokkoras, S. Gregory, “D-WMS: Distributed Workforce Management using CLP”, Proc. 4th International Conf. on the Practical Applications of Constraint Technology (PACT '98), pp. 129-146, 1998.
Author(s): F. Kokkoras, S. Gregory
Appeared In: Proc. 4th International Conf. on the Practical Applications of Constraint Technology (PACT '98), pp. 129-146, 1998.
Keywords: constraint logic programming, distributed problem solving.
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Abstract: We present a distributed CLP-based approach for solving a real workforce management problem (BT's DT-250-118). The problem consists of a set of jobs that we want to assign to engineers in order to serve as many of them as possible at a minimum cost. We first divide the problem into sub-problems and then assign each of them to a solving agent. Each agent works independently to solve its own sub-problem and then co-operates with its peers to optimise further the intermediate results. In the sub-problem solving stage, our agents use a CLP based approach which has been used in the past in a centralised, global way. Our method allows naturally distributed scheduling and resource allocation problems to be solved in a short time with minimal disruption to the quality of solutions when compared against global approaches.