A comparison between cellular encoding and direct encoding for genetic neural networks

作者: Frederic Gruau , Darrell Whitley , Larry Pyeatt , None

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摘要: … network should be required when velocity information is not provided, we have found that neural networks with … By penalizing oscillation the fitness function is also biased toward finding …

参考文章(7)
Robert J. Collins, David R. Jefferson, Selection in Massively Parallel Genetic Algorithms. ICGA. pp. 249- 256 ,(1991)
H. Mühlenbein, M. Schomisch, J. Born, Paper: The parallel genetic algorithm as function optimizer parallel computing. ,vol. 17, pp. 619- 632 ,(1991) , 10.1016/S0167-8191(05)80052-3
Frederic Gruau, None, Automatic definition of modular neural networks Adaptive Behavior. ,vol. 3, pp. 151- 183 ,(1994) , 10.1177/105971239400300202
Darrell Whitley, Stephen Dominic, Rajarshi Das, Charles W. Anderson, Genetic Reinforcement Learning for Neurocontrol Problems Machine Learning. ,vol. 13, pp. 259- 284 ,(1993) , 10.1007/BF00993045
Frederic Gruau, Darrell Whitley, None, Adding learning to the cellular development of neural networks: Evolution and the baldwin effect Evolutionary Computation. ,vol. 1, pp. 213- 233 ,(1993) , 10.1162/EVCO.1993.1.3.213
L Darrell Whitley, Frederic Gruau, Larry D Pyeatt, None, Cellular Encoding Applied to Neurocontrol international conference on genetic algorithms. pp. 460- 469 ,(1995)