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A criterion space decomposition approach to generalized tri-objective tactical resource allocation

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Main Authors: Sunney, Fotedar, Ann-Brith, Strömberg, Torgny, Almgren
Format: Book
Language:English
Published: Springer 2023
Subjects:
GTRAP
QSM
Online Access:https://link.springer.com/article/10.1007/s10287-023-00442-6
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8393
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spelling oai:localhost:PNK-83932023-05-04T04:35:52Z A criterion space decomposition approach to generalized tri-objective tactical resource allocation Sunney, Fotedar Ann-Brith, Strömberg Torgny, Almgren GTRAP QSM CC BY We present a tri-objective mixed-integer linear programming model of the tactical resource allocation problem with inventories, called the generalized tactical resource allocation problem (GTRAP). We propose a specialized criterion space decomposition strategy, in which the projected two-dimensional criterion space is partitioned and the corresponding sub-problems are solved in parallel by application of the quadrant shrinking method (QSM) (Boland in Eur J Oper Res 260(3):873–885, 2017) for identifying non-dominated points. To obtain an efficient implementation of the parallel variant of the QSM we suggest some modifications to reduce redundancies. Our approach is tailored for the GTRAP and is shown to have superior computational performance as compared to using the QSM without parallelization when applied to industrial instances. 2023-05-04T04:35:52Z 2023-05-04T04:35:52Z 2023 Book https://link.springer.com/article/10.1007/s10287-023-00442-6 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8393 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic GTRAP
QSM
spellingShingle GTRAP
QSM
Sunney, Fotedar
Ann-Brith, Strömberg
Torgny, Almgren
A criterion space decomposition approach to generalized tri-objective tactical resource allocation
description CC BY
format Book
author Sunney, Fotedar
Ann-Brith, Strömberg
Torgny, Almgren
author_facet Sunney, Fotedar
Ann-Brith, Strömberg
Torgny, Almgren
author_sort Sunney, Fotedar
title A criterion space decomposition approach to generalized tri-objective tactical resource allocation
title_short A criterion space decomposition approach to generalized tri-objective tactical resource allocation
title_full A criterion space decomposition approach to generalized tri-objective tactical resource allocation
title_fullStr A criterion space decomposition approach to generalized tri-objective tactical resource allocation
title_full_unstemmed A criterion space decomposition approach to generalized tri-objective tactical resource allocation
title_sort criterion space decomposition approach to generalized tri-objective tactical resource allocation
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s10287-023-00442-6
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8393
_version_ 1764992810688184320
score 8.8894005

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