THE SPECIATION IN GENETIC ALGORITHMS FOR PRESERVING POPULATION DIVERSITY AND OPTIMIZATION OF FUNCTIONS WITH SUBOPTIMAL SOLUTIONS
Background. Genetic algorithms are used in various tasks and show advantages compared to other optimization methods, which may not always be applicable. However, there are cases when they can’t provide the best possible solution. One of them is the premature convergence of the population to a single...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Ivan Franko National University of Lviv
2024-12-01
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| Series: | Електроніка та інформаційні технології |
| Subjects: | |
| Online Access: | http://publications.lnu.edu.ua/collections/index.php/electronics/article/view/4576 |
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