A fuzzy genetic algorithm based on binary encoding for solving multidimensional knapsack problems
The fundamental problem in genetic algorithms is premature convergence, and it is strongly related to the loss of genetic diversity of the population. This study aims at proposing some techniques to tackle the premature convergence by controlling the population diversity. Firstly, a sexual selection...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Hindawi Publishing Corporation
2012
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| Online Access: | http://psasir.upm.edu.my/id/eprint/25267/1/A%20fuzzy%20genetic%20algorithm%20based%20on%20binary%20encoding%20for%20solving%20multidimensional.pdf |