A Genetic Programming Based Heuristic to Simplify Rugged Landscapes Exploration
Some optimization problems are difficult to solve due to a considerable number of local optima, which may result in premature convergence of the optimization process. To address this problem, we propose a novel heuristic method for constructing a smooth surrogate model of the original function. The...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Ital Publication
2023-07-01
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| Series: | Emerging Science Journal |
| Subjects: | |
| Online Access: | https://www.ijournalse.org/index.php/ESJ/article/view/1815 |