Application of element decomposing method for solving integer problems

This research objective is to solve the integer problems by using an algorithm that applied to the element decomposing method (EDCM). Integer problem is a NP-hard when the problem is large-size, more time needed to solve the problem. The EDCM cuts a structure into several elements and reconnects ele...

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Main Authors: Jaiyen Ekkaphon, Leksakul Komgrit
Format: Article
Language:English
Published: EDP Sciences 2018-01-01
Series:MATEC Web of Conferences
Online Access:https://www.matec-conferences.org/articles/matecconf/pdf/2018/51/matecconf_iceast2018_01022.pdf
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spelling doaj-77ac62fcc3564763ac169b7eb2de309a2021-04-02T12:38:52ZengEDP SciencesMATEC Web of Conferences2261-236X2018-01-011920102210.1051/matecconf/201819201022matecconf_iceast2018_01022Application of element decomposing method for solving integer problemsJaiyen Ekkaphon0Leksakul Komgrit1Ph.D.’s Degree Program in Industrial Engineering, Department of Industrial Engineering, Faculty of Engineering, Chiang Mai UniversityDepartment of Industrial Engineering, Faculty of Engineering, Chiang Mai UniversityThis research objective is to solve the integer problems by using an algorithm that applied to the element decomposing method (EDCM). Integer problem is a NP-hard when the problem is large-size, more time needed to solve the problem. The EDCM cuts a structure into several elements and reconnects elements at “nodes”. This process can disconnect other nodes that not connected with the element. Moreover, it appropriately need in optimization solutions for applications, in which can give answers faster by cutting the nodes in finding the answers. There’s 2 phases of step on this research. The first phase is input data and simplex method, while the second phase is creating and developing the algorithm from EDCM application. The comparison results show how two methods are carried out between EDCM and B&B Method. The results from two methods are focused on the value and solution step by step. According to the problem, it can be solved within the number of variables 2-15. The value of the difference in the answer is on average at 0.00% and solution step used for solving problem is less on average at 40.89 %.https://www.matec-conferences.org/articles/matecconf/pdf/2018/51/matecconf_iceast2018_01022.pdf
collection DOAJ
language English
format Article
sources DOAJ
author Jaiyen Ekkaphon
Leksakul Komgrit
spellingShingle Jaiyen Ekkaphon
Leksakul Komgrit
Application of element decomposing method for solving integer problems
MATEC Web of Conferences
author_facet Jaiyen Ekkaphon
Leksakul Komgrit
author_sort Jaiyen Ekkaphon
title Application of element decomposing method for solving integer problems
title_short Application of element decomposing method for solving integer problems
title_full Application of element decomposing method for solving integer problems
title_fullStr Application of element decomposing method for solving integer problems
title_full_unstemmed Application of element decomposing method for solving integer problems
title_sort application of element decomposing method for solving integer problems
publisher EDP Sciences
series MATEC Web of Conferences
issn 2261-236X
publishDate 2018-01-01
description This research objective is to solve the integer problems by using an algorithm that applied to the element decomposing method (EDCM). Integer problem is a NP-hard when the problem is large-size, more time needed to solve the problem. The EDCM cuts a structure into several elements and reconnects elements at “nodes”. This process can disconnect other nodes that not connected with the element. Moreover, it appropriately need in optimization solutions for applications, in which can give answers faster by cutting the nodes in finding the answers. There’s 2 phases of step on this research. The first phase is input data and simplex method, while the second phase is creating and developing the algorithm from EDCM application. The comparison results show how two methods are carried out between EDCM and B&B Method. The results from two methods are focused on the value and solution step by step. According to the problem, it can be solved within the number of variables 2-15. The value of the difference in the answer is on average at 0.00% and solution step used for solving problem is less on average at 40.89 %.
url https://www.matec-conferences.org/articles/matecconf/pdf/2018/51/matecconf_iceast2018_01022.pdf
work_keys_str_mv AT jaiyenekkaphon applicationofelementdecomposingmethodforsolvingintegerproblems
AT leksakulkomgrit applicationofelementdecomposingmethodforsolvingintegerproblems
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