分布式约束问题的系统市场方法

H. V. Dyke, Parunak, Allen Ward, Ward Synthesis, John Sauter
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引用次数: 37

摘要

MarCon(基于市场的约束)将基于市场的控制应用于分布式约束问题。它为分配约束问题提供了一种新的方法,避免了对某些领域现有方法的挑战,并为将市场应用于许多问题提供了一种系统的方法。约束代理通过他们共同感兴趣的变量代理相互作用,表达他们对一组任务的偏好。每个变量都集成了对它感兴趣的约束的信息,并提供反馈,使约束能够缩小它们的分配集,直到它们收敛到一个解决方案上。MarCon已经在机械设计领域进行了测试,在该领域,它的集合缩小过程特别有用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A systematic market approach to distributed constraint problems
MarCon (Market-based Constraints) applies market-based control to distributed constraint problems. It offers a new approach to distributing constraint problems that avoids challenges to current approaches in some domains, and it provides a systematic way to apply markets to many problems. Constraint agents interact with one another via the variable agents in which they share an interest, expressing their preferences over sets of assignments. Each variable integrates this information from the constraints interested in it and provides feedback that enables the constraints to shrink their sets of assignments until they converge on a solution. MarCon has been tested in the domain of mechanical design, in which its set-narrowing process is particularly useful.
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