Синтез нейронних мереж на основі еволюційної оптимізації

• Date: 2015
• Main Authors: Oliinyk, A. A., Subbotin, S. A.
• Format: Article
• Language: English
• Published: The National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" 2015
• Online Access: http://journal.iasa.kpi.ua/article/view/43459
• Journal Title: System research and information technologies

The evolutionary approach for neural network structural synthesis is considered in this paper. The new method of multimodal evolutionary search with a chromosome clustering is offered. The developed method is based on the idea of simultaneous search of several optimums, thus chromosomes are grouped...