Using Genetic Algorithm in Solving Transportation Problem
This research concentrates on the study of genetic algorithm which is regarded as one of the approaches of modern artificial intelligence an algorithm is suggested to transfer a gene to solve the problems of transportation. The application of this algorithm to the matters of balanced transportation...
| Format: | Article |
|---|---|
| Language: | Arabic |
| Published: |
College of Computer Science and Mathematics, University of Mosul
2007-06-01
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| Series: | المجلة العراقية للعلوم الاحصائية |
| Online Access: | https://stats.mosuljournals.com/article_32487_58a5661d3befbcf1014579e094d5c7ba.pdf |
| _version_ | 1811243243503878144 |
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| collection | DOAJ |
| description | This research concentrates on the study of genetic algorithm which is regarded as one of the approaches of modern artificial intelligence an algorithm is suggested to transfer a gene to solve the problems of transportation. The application of this algorithm to the matters of balanced transportation led to a number of solutions equal to the number of generation including the most ideal solution (the least possible total cost). In addition, a new leap is suggested through the algorithm of genetic transference whose use led to tangible importance in the results (reducing the value of the total cost). |
| first_indexed | 2024-04-12T14:04:01Z |
| format | Article |
| id | doaj.art-20ba5fdbb76e418b938a79273f761108 |
| institution | Directory Open Access Journal |
| issn | 1680-855X 2664-2956 |
| language | Arabic |
| last_indexed | 2024-04-12T14:04:01Z |
| publishDate | 2007-06-01 |
| publisher | College of Computer Science and Mathematics, University of Mosul |
| record_format | Article |
| series | المجلة العراقية للعلوم الاحصائية |
| spelling | doaj.art-20ba5fdbb76e418b938a79273f7611082022-12-22T03:30:07ZaraCollege of Computer Science and Mathematics, University of Mosulالمجلة العراقية للعلوم الاحصائية1680-855X2664-29562007-06-017113915210.33899/iqjoss.2007.3248732487Using Genetic Algorithm in Solving Transportation ProblemThis research concentrates on the study of genetic algorithm which is regarded as one of the approaches of modern artificial intelligence an algorithm is suggested to transfer a gene to solve the problems of transportation. The application of this algorithm to the matters of balanced transportation led to a number of solutions equal to the number of generation including the most ideal solution (the least possible total cost). In addition, a new leap is suggested through the algorithm of genetic transference whose use led to tangible importance in the results (reducing the value of the total cost).https://stats.mosuljournals.com/article_32487_58a5661d3befbcf1014579e094d5c7ba.pdf |
| spellingShingle | Using Genetic Algorithm in Solving Transportation Problem المجلة العراقية للعلوم الاحصائية |
| title | Using Genetic Algorithm in Solving Transportation Problem |
| title_full | Using Genetic Algorithm in Solving Transportation Problem |
| title_fullStr | Using Genetic Algorithm in Solving Transportation Problem |
| title_full_unstemmed | Using Genetic Algorithm in Solving Transportation Problem |
| title_short | Using Genetic Algorithm in Solving Transportation Problem |
| title_sort | using genetic algorithm in solving transportation problem |
| url | https://stats.mosuljournals.com/article_32487_58a5661d3befbcf1014579e094d5c7ba.pdf |