Presenting a multi-objective mathematical model with an integrated approach to scheduling and financial flow in production projects using NSGA-II
Purpose: The current research aims to present a multi-objective mathematical model with an integrated approach to scheduling and financial flow in production projects using Non-dominated Sorting Genetic Algorithm II (NSGA-II).Methodology: This research presents a multi-objective mathematical model i...
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| Format: | Article |
| Language: | fas |
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Ayandegan Institute of Higher Education, Tonekabon,
2023-11-01
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| Series: | تصمیم گیری و تحقیق در عملیات |
| Subjects: | |
| Online Access: | https://www.journal-dmor.ir/article_178053_ebdf2e53446fecffe1f7cf379ebdbadf.pdf |
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| _version_ | 1832577850734018560 |
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| author | Sajad Janbaz Seyed Mohammadreza Davoodi Abdolmajid Abdolbaghi Ataabadi |
| author_facet | Sajad Janbaz Seyed Mohammadreza Davoodi Abdolmajid Abdolbaghi Ataabadi |
| author_sort | Sajad Janbaz |
| collection | DOAJ |
| description | Purpose: The current research aims to present a multi-objective mathematical model with an integrated approach to scheduling and financial flow in production projects using Non-dominated Sorting Genetic Algorithm II (NSGA-II).Methodology: This research presents a multi-objective mathematical model integrating scheduling and financial flow optimization in civil engineering projects. This research addresses the scheduling and financial flow challenges in construction companies' production projects. The objective is to develop a multi-objective mathematical model that integrates scheduling and financial considerations to optimize resource allocation and minimize costs. The statistical population is in the form of a case study, and the required information and data were collected through interviews with managers of Kisson Construction Company.Findings: NSGA-II was used as an optimization algorithm to find efficient multi-objective solutions, and optimal results were presented to select civil and construction projects.Originality/Value: This research contributes to the field by proposing a novel multi-objective mathematical model that integrates scheduling and financial flow considerations in production projects. The use of the NSGA-II algorithm enhances the efficiency of finding optimal solutions. The findings can be valuable for decision-making when selecting construction and production projects. |
| format | Article |
| id | doaj-art-f19280b55fcf43418c162ea651c6c5de |
| institution | Kabale University |
| issn | 2538-5097 2676-6159 |
| language | fas |
| publishDate | 2023-11-01 |
| publisher | Ayandegan Institute of Higher Education, Tonekabon, |
| record_format | Article |
| series | تصمیم گیری و تحقیق در عملیات |
| spelling | doaj-art-f19280b55fcf43418c162ea651c6c5de2025-01-30T15:03:34ZfasAyandegan Institute of Higher Education, Tonekabon,تصمیم گیری و تحقیق در عملیات2538-50972676-61592023-11-018497599210.22105/dmor.2023.367956.1681178053Presenting a multi-objective mathematical model with an integrated approach to scheduling and financial flow in production projects using NSGA-IISajad Janbaz0Seyed Mohammadreza Davoodi1Abdolmajid Abdolbaghi Ataabadi2Department of Management, Dehaghan Branch, Islamic Azad University, Dehaghan, Iran.Department of Management, Dehaghan Branch, Islamic Azad University, Dehaghan, Iran.Department of Management, School of Industrial Engineering and Management, Shahrood, Iran.Purpose: The current research aims to present a multi-objective mathematical model with an integrated approach to scheduling and financial flow in production projects using Non-dominated Sorting Genetic Algorithm II (NSGA-II).Methodology: This research presents a multi-objective mathematical model integrating scheduling and financial flow optimization in civil engineering projects. This research addresses the scheduling and financial flow challenges in construction companies' production projects. The objective is to develop a multi-objective mathematical model that integrates scheduling and financial considerations to optimize resource allocation and minimize costs. The statistical population is in the form of a case study, and the required information and data were collected through interviews with managers of Kisson Construction Company.Findings: NSGA-II was used as an optimization algorithm to find efficient multi-objective solutions, and optimal results were presented to select civil and construction projects.Originality/Value: This research contributes to the field by proposing a novel multi-objective mathematical model that integrates scheduling and financial flow considerations in production projects. The use of the NSGA-II algorithm enhances the efficiency of finding optimal solutions. The findings can be valuable for decision-making when selecting construction and production projects.https://www.journal-dmor.ir/article_178053_ebdf2e53446fecffe1f7cf379ebdbadf.pdfscheduling of production projectsnon-linear mixed integer multi-objective mathematical programming modelnsga-ii |
| spellingShingle | Sajad Janbaz Seyed Mohammadreza Davoodi Abdolmajid Abdolbaghi Ataabadi Presenting a multi-objective mathematical model with an integrated approach to scheduling and financial flow in production projects using NSGA-II تصمیم گیری و تحقیق در عملیات scheduling of production projects non-linear mixed integer multi-objective mathematical programming model nsga-ii |
| title | Presenting a multi-objective mathematical model with an integrated approach to scheduling and financial flow in production projects using NSGA-II |
| title_full | Presenting a multi-objective mathematical model with an integrated approach to scheduling and financial flow in production projects using NSGA-II |
| title_fullStr | Presenting a multi-objective mathematical model with an integrated approach to scheduling and financial flow in production projects using NSGA-II |
| title_full_unstemmed | Presenting a multi-objective mathematical model with an integrated approach to scheduling and financial flow in production projects using NSGA-II |
| title_short | Presenting a multi-objective mathematical model with an integrated approach to scheduling and financial flow in production projects using NSGA-II |
| title_sort | presenting a multi objective mathematical model with an integrated approach to scheduling and financial flow in production projects using nsga ii |
| topic | scheduling of production projects non-linear mixed integer multi-objective mathematical programming model nsga-ii |
| url | https://www.journal-dmor.ir/article_178053_ebdf2e53446fecffe1f7cf379ebdbadf.pdf |
| work_keys_str_mv | AT sajadjanbaz presentingamultiobjectivemathematicalmodelwithanintegratedapproachtoschedulingandfinancialflowinproductionprojectsusingnsgaii AT seyedmohammadrezadavoodi presentingamultiobjectivemathematicalmodelwithanintegratedapproachtoschedulingandfinancialflowinproductionprojectsusingnsgaii AT abdolmajidabdolbaghiataabadi presentingamultiobjectivemathematicalmodelwithanintegratedapproachtoschedulingandfinancialflowinproductionprojectsusingnsgaii |