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Robust Single Machine Scheduling with Random Blocks in an Uncertain Environment
While scheduling problems in deterministic models are quite well investigated, the same problems in an uncertain environment require very often further exploration and examination. In the paper we consider a single machine tabu search method with block approach in an uncertain environment modeled by...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7304774/ http://dx.doi.org/10.1007/978-3-030-50436-6_39 |
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author | Bożejko, Wojciech Rajba, Paweł Wodecki, Mieczysław |
author_facet | Bożejko, Wojciech Rajba, Paweł Wodecki, Mieczysław |
author_sort | Bożejko, Wojciech |
collection | PubMed |
description | While scheduling problems in deterministic models are quite well investigated, the same problems in an uncertain environment require very often further exploration and examination. In the paper we consider a single machine tabu search method with block approach in an uncertain environment modeled by random variables with the normal distribution. We propose a modification to the tabu search method which improves the robustness of the obtained solutions. The conducted computational experiments show that the proposed improvement results in a much more robust solutions than the ones obtained in the classic block approach. |
format | Online Article Text |
id | pubmed-7304774 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-73047742020-06-22 Robust Single Machine Scheduling with Random Blocks in an Uncertain Environment Bożejko, Wojciech Rajba, Paweł Wodecki, Mieczysław Computational Science – ICCS 2020 Article While scheduling problems in deterministic models are quite well investigated, the same problems in an uncertain environment require very often further exploration and examination. In the paper we consider a single machine tabu search method with block approach in an uncertain environment modeled by random variables with the normal distribution. We propose a modification to the tabu search method which improves the robustness of the obtained solutions. The conducted computational experiments show that the proposed improvement results in a much more robust solutions than the ones obtained in the classic block approach. 2020-05-25 /pmc/articles/PMC7304774/ http://dx.doi.org/10.1007/978-3-030-50436-6_39 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Bożejko, Wojciech Rajba, Paweł Wodecki, Mieczysław Robust Single Machine Scheduling with Random Blocks in an Uncertain Environment |
title | Robust Single Machine Scheduling with Random Blocks in an Uncertain Environment |
title_full | Robust Single Machine Scheduling with Random Blocks in an Uncertain Environment |
title_fullStr | Robust Single Machine Scheduling with Random Blocks in an Uncertain Environment |
title_full_unstemmed | Robust Single Machine Scheduling with Random Blocks in an Uncertain Environment |
title_short | Robust Single Machine Scheduling with Random Blocks in an Uncertain Environment |
title_sort | robust single machine scheduling with random blocks in an uncertain environment |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7304774/ http://dx.doi.org/10.1007/978-3-030-50436-6_39 |
work_keys_str_mv | AT bozejkowojciech robustsinglemachineschedulingwithrandomblocksinanuncertainenvironment AT rajbapaweł robustsinglemachineschedulingwithrandomblocksinanuncertainenvironment AT wodeckimieczysław robustsinglemachineschedulingwithrandomblocksinanuncertainenvironment |