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首页> 外文期刊>Mathematical Programming Computation: A Publication of the Mathematical Programming Society >A new novel local search integer-programming-based heuristic for PCB assembly on collect-and-place machines
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A new novel local search integer-programming-based heuristic for PCB assembly on collect-and-place machines

机译:一种新的基于局部搜索整数编程的新颖启发式方法,用于在集装机上进行PCB组装

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This paper presents the development of a novel vehicle-routing-based algorithm for optimizing component pick-up and placement on a collect-and-place type machine in printed circuit board manufacturing. We present a two-phase heuristic that produces solutions of remarkable quality with respect to other known approaches in a reasonable amount of computational time. In the first phase, a construction procedure is used combining greedy aspects and solutions to subproblems modeled as a generalized traveling salesman problem and quadratic assignment problem. In the second phase, this initial solution is refined through an iterative framework requiring an integer programming step. A detailed description of the heuristic is provided and extensive computational results are presented.
机译:本文介绍了一种新颖的基于车辆路线的算法,该算法可优化印刷电路板制造中的集放式机器上的元件拾取和放置。我们提出了一种两阶段启发式算法,该算法在合理的计算时间内就其他已知方法产生了质量卓越的解决方案。在第一阶段,使用一个构造过程,将贪婪的方面和对子问题的解决方案相结合,这些子问题被建模为广义旅行商问题和二次分配问题。在第二阶段,通过需要整数编程步骤的迭代框架完善此初始解决方案。提供了启发式的详细说明,并提供了广泛的计算结果。

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