A DECOMPOSITION SCHEME IN PRODUCTION PLANNING BASED ON LINEAR PROGRAMMING THAT INCORPORATES THE CONCEPT OF A DYNAMIC PLANNING ENVIRONMENT

Izamara Cristina Palheta Dias, R. Sampaio, Rafael Rodrigues GUIMARãES Wollamann, Marcelo Carneiro GONçALVES, Elpídio Oscar Benitez Nara
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Abstract

. The present work proposes a decomposition scheme in production planning based on linear programming, which couples the concept of clearing function and supposes a dynamic environment to plan a production along a planning horizon. Where planning parameters such as demand, production capacity, production resources, and other parameters change over the planning horizon. In general, this requires the planner, freeze the production plan for some blocks of periods or rethink the production plan of each period, with obvious implications on production planning costs. The Plan shall be designed and implemented in the following way: At the beginning of any period of the planning horizon, from the first, a set of decisions on a production is taken based on available information under a supervision of a decision support system represented by the mathematical model that acts according to the latest available information, period to period. This mechanism suggest that the number of planned periods is of the magnitude of n squared, much larger than the number of periods to be performed, because for each execution period, the remainder of the planning horizon is re-planned. The scheme we are proposing in this paper addresses this drawback and provides a lower cost solution to this production planning problem. This proposed scheme is implemented by an algorithm which is analyzed in detail and after, numerically illustrated.
一种基于线性规划的生产计划分解方案,它包含了动态计划环境的概念
. 本文提出了一种基于线性规划的生产计划分解方案,该方案结合了清算函数的概念,并假设了一个动态环境来沿着计划视界规划生产。计划参数,如需求、生产能力、生产资源和其他参数在计划范围内发生变化。一般情况下,这需要计划者在某些时间段冻结生产计划或重新考虑每个时间段的生产计划,这对生产计划成本有明显的影响。计划应按以下方式设计和实施:在计划周期的任何时期开始时,从一开始,在一个决策支持系统的监督下,根据可获得的信息做出一组关于生产的决策,该决策支持系统由数学模型表示,该系统根据可获得的最新信息,逐期进行操作。这种机制表明,计划周期的数量是n的平方,远远大于要执行的周期的数量,因为对于每个执行周期,计划范围的剩余部分被重新规划。我们在本文中提出的方案解决了这一缺点,并为这一生产计划问题提供了成本更低的解决方案。该方案通过一种算法实现,并进行了详细的分析和数值说明。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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