Comparison of neural network and genetic algorithms for a resource allocation problem
We compare neural network and genetic algorithm solutions of a resource allocation problem and discuss the relative asymptotic scaling of the two approaches in terms of time and space complexity. We show that for this problem neural networks and genetic algorithms perform similarly.< >
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Published in | Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94) Vol. 7; pp. 4655 - 4660 vol.7 |
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Main Authors | , |
Format | Conference Proceeding |
Language | English |
Published |
IEEE
1994
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Subjects | |
Online Access | Get full text |
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Summary: | We compare neural network and genetic algorithm solutions of a resource allocation problem and discuss the relative asymptotic scaling of the two approaches in terms of time and space complexity. We show that for this problem neural networks and genetic algorithms perform similarly.< > |
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ISBN: | 078031901X 9780780319011 |
DOI: | 10.1109/ICNN.1994.375027 |