Abstract
Nowadays, many real problems can be formalized as Distributed CSPs. A distributed constraint satisfaction problem (DisCSP) is a CSP in which variables and constraints are distributed among multiple automated agents. Many researchers assume for simplicity that each agent has exactly one variable. For real distributed problem these techniques require a large amount of messages passed among agents, so these problems are very difficult to solve. In this research summary, we question why the lack of works to manage large-scale problems.
This work has been partially supported by the research projects TIN2004-06354-C02- 01 (Min. de Educacion y Ciencia, Spain-FEDER) and GV/2007/274 (G. Valenciana).
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References
Bacchus, F., van Beek, P.: On the conversion between non-binary and binary constraint satisfaction problems. In: proceeding of AAAI-98, pp. 311–318 (1998)
Bessiére, C., Belaissaoui, M., Ezzahir, R., Bouyakhf, El-H.: Dischoco: A platform for distributed constraint programming. In: Proceedings of IJCAI-07 Workshop on Distributed Constraint Reasoning (2007)
Faltings, B., Yokoo, M.: Introduction: Special issue on distributed constraint satisfaction. Artificial Intelligence 161, 1–5 (2005)
Salido, M.A., Barber, F.: Distributed CSPs by graph partitioning. Applied Mathematics and Computation 183, 491–498 (2006)
Yokoo, M., Hirayama, K.: Algorithms for distributed constraint satisfaction: A review. Autonomous Agents and Multi-Agent Systems 3, 185–207 (2000)
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Salido, M.A. (2007). Distributed CSPs: Why It Is Assumed a Variable per Agent?. In: Miguel, I., Ruml, W. (eds) Abstraction, Reformulation, and Approximation. SARA 2007. Lecture Notes in Computer Science(), vol 4612. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-73580-9_38
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DOI: https://doi.org/10.1007/978-3-540-73580-9_38
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