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Multi-agent Integer Programming

机译:多主体整数编程

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摘要

Many real-life optimization problems such as planning and scheduling require finding the best allocation of scarce resources among competing activities. These problems may be modeled and solved by means of mathematical programming. This paper explores a distributed multi-agent approach to mathematical programming, and demonstrates the approach in the case of integer programming. The important characteristics of the multi-agent approach consist in that the behavior-based computation performed by the agents is parallel and goal-driven in nature, and has low time complexity.
机译:许多现实生活中的优化问题,例如计划和调度,都需要在竞争活动之间找到稀缺资源的最佳分配。这些问题可以通过数学编程来建模和解决。本文探索了一种用于数学编程的分布式多主体方法,并演示了在整数编程情况下的方法。多主体方法的重要特征在于,主体执行的基于行为的计算本质上是并行且目标驱动的,并且时间复杂度低。

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