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Multi-agent integer programming

机译:多代理整数编程

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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:许多现实生活优化问题,如规划和调度,要求在竞争活动中找到最佳稀缺资源的分配。这些问题可以通过数学编程来建模和解决。本文探讨了分布式多种代理方法的数学编程,并在整数规划的情况下演示了方法。多代理方法的重要特征包括:代理执行的基于行为的计算是平行的,并且在性质上被驱动,并且具有低时间复杂度。

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