Learnable evolution model: Difference between revisions

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== Selected References ==

Wojtusiak, J. and Michalski, R.S., "The LEM3 Implementation of Learnable Evolution Model and Its Testing on Complex Function Optimization Problems," ''Proceedings of Genetic and Evolutionary Computation Conference'', GECCO 2006, Seattle, WA, July 8-12, 2006.

Wojtusiak, J., "Initial Study on Handling Constrained Optimization Problems in Learnable Evolution Model," ''Proceedings of The Graduate Student Workshop at Genetic and Evolutionary Computation Conference'', GECCO 2006, Seattle, WA, July 8-12, 2006.

Wojtusiak, J. and Michalski, R.S., "The LEM3 System for Non-Darwinian Evolutionary Computation and Its Application to Complex Function Optimization," ''Reports of the Machine Learning and Inference Laboratory'', MLI 05-2, George Mason University, Fairfax, VA, October, 2005.

Jourdan, L., Corne, D., Savic, D. and Walters, G., "Preliminary Investigation of the ‘Learnable Evolution Model’ for Faster/Better Multiobjective Water Systems Design," ''Proceedings of The Third Int. Conference on Evolutionary Multi-Criterion Optimization'', EMO’05, 2005.

Domanski, P. A., Yashar, D., Kaufman, K. and Michalski, R. S., "An Optimized Design of Finned-Tube Evaporators Using the Learnable Evolution Model," Reports''International Journal of theHeating, Machine Learning and Inference LaboratoryVentilating, MLI 04Air-1,Conditioning Georgeand MasonRefrigerating UniversityResearch'', Fairfax10, VA201-211, FebruaryApril, 2004.

Kaufman K. and Michalski R.S., "Applying Learnable Evolution Model to Heat Exchanger Design," ''Proceedings of the Seventeenth National Conference on Artificial Intelligence (AAAI-2000) and Twelfth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-2000)'', Austin, TX, pp. 1014-1019, 2000.

Kaufman K., Cervone G. and Michalski R.S., "Experimental Validations of the Learnable Evolution Model," ''2000 Congress on Evolutionary Computation'', San Diego CA, pp 1064-1071, July 2000.

Michalski R.S., "LEARNABLE EVOLUTION MODEL Evolutionary Processes Guided by Machine Learning," ''Machine Learning'' , 38, pp 9-40, 2000.

Michalski R.S. and Zhang, Q., "Initial Experiments with the LEM1 Learnable Evolution Model: An Application to Function Optimization and Evolvable Hardware," ''Reports of the Machine Learning and Inference Laboratory'', MLI 99-4, George Mason University, Fairfax, VA, 1999.

Michalski, R.S., " Learnable Evolution: Combining Symbolic and Evolutionary Learning," ''Proceedings of the Fourth International Workshop on Multistrategy Learning'' (MSL'98), Desenzano del Garda, Italy, pp. 14-20, June 11-13, 1998.