An Algorithm to Search for a Solutionto a Production Scheduling Problem

A mathematical model of raw materials processing is proposed. The production consists of units processing raw materials, storage tanks, and mixing units. The processing units are assumed to operate in one of two known modes. Switching from one mode to another can be carried out no more than once. The problem of finding the optimal capacity of production at each of units, as well as the time of switching units from one operating mode to another is formulated in a form of discrete optimization problem. The solution of this problem should ensure an achievement of the specified production plan. A method for its solution is proposed, including a transition to a convex statement, as well as an algorithm for discretizing the obtained control.

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Publication Details

Journal
Journal of Applied and Industrial Mathematics
Published
2024-12-01
DOI
https://doi.org/10.1134/s1990478924040173
Primary Topic
Scheduling and Optimization Algorithms
Type
article
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article

An Algorithm to Search for a Solutionto a Production Scheduling Problem

L. A. Artemyeva, A. Yu. Mokin, A. A. Dryazhenkov, Н. П. Савенкова
1 links
Journal of Applied and Industrial Mathematics
Scheduling and Optimization Algorithms
article

An Algorithm to Search for a Solutionto a Production Scheduling Problem

L. A. Artemyeva, A. Yu. Mokin, A. A. Dryazhenkov, Н. П. Савенкова
article en

Abstract

A mathematical model of raw materials processing is proposed. The production consists of units processing raw materials, storage tanks, and mixing units. The processing units are assumed to operate in one of two known modes. Switching from one mode to another can be carried out no more than once. The problem of finding the optimal capacity of production at each of units, as well as the time of switching units from one operating mode to another is formulated in a form of discrete optimization problem. The solution of this problem should ensure an achievement of the specified production plan. A method for its solution is proposed, including a transition to a convex statement, as well as an algorithm for discretizing the obtained control.

Journal of Applied and Industrial MathematicsVol. 18(4)
Lomonosov Moscow State University (RU), Moscow Center For Continuous Mathematical Education (RU)
Openalex Percentile: Top 55%
Scheduling and Optimization Algorithms
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