Explicit modeling of multi-period setup times in proportional lot-sizing and scheduling problem with variable capacity

IF 1.2 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Archives of Control Sciences Pub Date : 2023-07-20 DOI:10.24425/acs.2021.139735
Waldemar Kaczmarczyk
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引用次数: 0

Abstract

Small bucket models with many short fictitious micro-periods ensure high-quality schedules in multi-level systems, i.e., with multiple stages or dependent demand. In such models, setup times longer than a single period are, however, more likely. This paper presents new mixed-integer programming models for the proportional lot-sizing and scheduling problem (PLSP) with setup operations overlapping multiple periods with variable capacity. A new model is proposed that explicitly determines periods overlapped by each setup operation and the time spent on setup execution during each period. The model assumes that most periods have the same length; however, a few of them are shorter, and the time interval determined by two consecutive shorter periods is always longer than a single setup operation. The computational experiments show that the new model requires a significantly smaller computation effort than known models.
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变容量比例批量调度问题中多周期设置时间的显式建模
具有许多短虚拟微周期的小桶模型确保了多级系统(即具有多阶段或依赖需求的系统)中的高质量调度。然而,在这样的模型中,设置时间长于单个时期的可能性更大。提出了一种新的混合整数规划模型,用于解决多周期可变容量的比例批量调度问题。提出了一种新的模型,该模型明确地确定了每个设置操作重叠的周期和每个周期内执行设置所花费的时间。该模型假定大多数周期的长度相同;但是,其中有一些较短,并且由两个连续的较短周期确定的时间间隔总是比单个设置操作长。计算实验表明,新模型的计算量明显小于已知模型。
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来源期刊
Archives of Control Sciences
Archives of Control Sciences Mathematics-Modeling and Simulation
CiteScore
2.40
自引率
33.30%
发文量
0
审稿时长
14 weeks
期刊介绍: Archives of Control Sciences welcomes for consideration papers on topics of significance in broadly understood control science and related areas, including: basic control theory, optimal control, optimization methods, control of complex systems, mathematical modeling of dynamic and control systems, expert and decision support systems and diverse methods of knowledge modelling and representing uncertainty (by stochastic, set-valued, fuzzy or rough set methods, etc.), robotics and flexible manufacturing systems. Related areas that are covered include information technology, parallel and distributed computations, neural networks and mathematical biomedicine, mathematical economics, applied game theory, financial engineering, business informatics and other similar fields.
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