Evaluate Flexible Job Scheduling Problem Using Elitist Ant
One significant approach that is frequently utilized in many applications, particularly in industry, is scheduling .An extension of job scheduling, the Flexible Job Shop Scheduling Problem (FJSP), has a number of real-world uses .This subject has received a lot of attention due to its significance a...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2024-01-01
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| Series: | BIO Web of Conferences |
| Online Access: | https://www.bio-conferences.org/articles/bioconf/pdf/2024/16/bioconf_iscku2024_00060.pdf |
| _version_ | 1827287286610395136 |
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| author | Ali Zainab Hassan Luma S. |
| author_facet | Ali Zainab Hassan Luma S. |
| author_sort | Ali Zainab |
| collection | DOAJ |
| description | One significant approach that is frequently utilized in many applications, particularly in industry, is scheduling .An extension of job scheduling, the Flexible Job Shop Scheduling Problem (FJSP), has a number of real-world uses .This subject has received a lot of attention due to its significance and complexity .This research discusses the importance of scheduling in real-life operations, particularly in production scheduling. It presents a model using Elitist Ant (EAS) to compute the maximum value (makspane) of the flexible job shop scheduling problem(FJSP). The model programmed by Python ver. (3.) with two instance from Brandimarte dataset to optimize logistics costs and meet customer demand. The study deduce that there are two relations by using two new formula. Firstly, the relation between number of elitist ant and total ants . Also, the evaporate value is effected by the first relation directly. |
| first_indexed | 2024-04-24T10:55:48Z |
| format | Article |
| id | doaj.art-e4338a7af5f141be9c3fc8f7786727f0 |
| institution | Directory Open Access Journal |
| issn | 2117-4458 |
| language | English |
| last_indexed | 2024-04-24T10:55:48Z |
| publishDate | 2024-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | BIO Web of Conferences |
| spelling | doaj.art-e4338a7af5f141be9c3fc8f7786727f02024-04-12T07:36:29ZengEDP SciencesBIO Web of Conferences2117-44582024-01-01970006010.1051/bioconf/20249700060bioconf_iscku2024_00060Evaluate Flexible Job Scheduling Problem Using Elitist AntAli Zainab0Hassan Luma S.1College of Computer science and information technology, University of AL-QadisiyahUniversity of AL-QadisiyahOne significant approach that is frequently utilized in many applications, particularly in industry, is scheduling .An extension of job scheduling, the Flexible Job Shop Scheduling Problem (FJSP), has a number of real-world uses .This subject has received a lot of attention due to its significance and complexity .This research discusses the importance of scheduling in real-life operations, particularly in production scheduling. It presents a model using Elitist Ant (EAS) to compute the maximum value (makspane) of the flexible job shop scheduling problem(FJSP). The model programmed by Python ver. (3.) with two instance from Brandimarte dataset to optimize logistics costs and meet customer demand. The study deduce that there are two relations by using two new formula. Firstly, the relation between number of elitist ant and total ants . Also, the evaporate value is effected by the first relation directly.https://www.bio-conferences.org/articles/bioconf/pdf/2024/16/bioconf_iscku2024_00060.pdf |
| spellingShingle | Ali Zainab Hassan Luma S. Evaluate Flexible Job Scheduling Problem Using Elitist Ant BIO Web of Conferences |
| title | Evaluate Flexible Job Scheduling Problem Using Elitist Ant |
| title_full | Evaluate Flexible Job Scheduling Problem Using Elitist Ant |
| title_fullStr | Evaluate Flexible Job Scheduling Problem Using Elitist Ant |
| title_full_unstemmed | Evaluate Flexible Job Scheduling Problem Using Elitist Ant |
| title_short | Evaluate Flexible Job Scheduling Problem Using Elitist Ant |
| title_sort | evaluate flexible job scheduling problem using elitist ant |
| url | https://www.bio-conferences.org/articles/bioconf/pdf/2024/16/bioconf_iscku2024_00060.pdf |
| work_keys_str_mv | AT alizainab evaluateflexiblejobschedulingproblemusingelitistant AT hassanlumas evaluateflexiblejobschedulingproblemusingelitistant |