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DESMILS a decision support approach for multi-item lot sizing using interactive multiobjective optimization

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Main Authors: Adhe, Kania, Bekir, Afsar, Kaisa, Miettinen
Format: Book
Language:English
Published: Springer 2023
Subjects:
DESMILS
single-item multiobjective lot sizing models
Online Access:https://link.springer.com/article/10.1007/s10845-023-02112-5
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7875
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spelling oai:localhost:PNK-78752023-04-13T03:18:11Z DESMILS a decision support approach for multi-item lot sizing using interactive multiobjective optimization Adhe, Kania Bekir, Afsar Kaisa, Miettinen DESMILS single-item multiobjective lot sizing models CC BY We propose a decision support approach, called DESMILS, to solve multi-item lot sizing problems with a large number of items by using single-item multiobjective lot sizing models. This approach for making lot sizing decisions considers multiple conflicting objective functions and incorporates a decision maker’s preferences to find the most preferred Pareto optimal solutions. DESMILS applies clustering, and items in one cluster are treated utilizing preferences that the decision maker has provided for a representative item of the cluster. Thus, the decision maker provides preferences to solve the single-item lot sizing problem for few items only and not for every item. 2023-04-13T03:18:11Z 2023-04-13T03:18:11Z 2023 Book https://link.springer.com/article/10.1007/s10845-023-02112-5 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7875 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic DESMILS
single-item multiobjective lot sizing models
spellingShingle DESMILS
single-item multiobjective lot sizing models
Adhe, Kania
Bekir, Afsar
Kaisa, Miettinen
DESMILS a decision support approach for multi-item lot sizing using interactive multiobjective optimization
description CC BY
format Book
author Adhe, Kania
Bekir, Afsar
Kaisa, Miettinen
author_facet Adhe, Kania
Bekir, Afsar
Kaisa, Miettinen
author_sort Adhe, Kania
title DESMILS a decision support approach for multi-item lot sizing using interactive multiobjective optimization
title_short DESMILS a decision support approach for multi-item lot sizing using interactive multiobjective optimization
title_full DESMILS a decision support approach for multi-item lot sizing using interactive multiobjective optimization
title_fullStr DESMILS a decision support approach for multi-item lot sizing using interactive multiobjective optimization
title_full_unstemmed DESMILS a decision support approach for multi-item lot sizing using interactive multiobjective optimization
title_sort desmils a decision support approach for multi-item lot sizing using interactive multiobjective optimization
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s10845-023-02112-5
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7875
_version_ 1763090280616034304
score 8.893527

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