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Perbandingan hasil analisis evolusi jaringan syarag buatan yang simbiotik dengan metode sane dan ESP

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Symbiotic Adaptive Neuro Evolution (SANE) and Enforced Sub-Population methods (ESP is the development of SANE) are developments of evolution concept to acquire artificial neural networks using genetic algorithm. In this study Sane and ESP will be applied to solve WarCraft-Like game. After several experiments have been done, an observation of the algorithms and experiment results is conducted to show ESP's advantages compared to SANE's and vice versa and changes made by ESP to SANE's dependency on divergence that is contradictory to genetic algorithm. Keywords: artificial neural network, genetic algorithm, symbiotic adaptive neuro-evolution, enforced sub-populationsby. Andre Iskandar and Handayani Tjandrasa