مقاله یک رویکرد نورودینامیک جمعی برای بهینه‌سازی جهانی محدود

عنوان مقاله فارسی: یک رویکرد نورودینامیک جمعی برای بهینه‌سازی جهانی محدود عنوان مقاله لاتین: A Collective Neurodynamic Approach to Constrained Global Optimization نویسندگان: Zheng Yan; Jianchao Fan; Jun Wang تعداد صفحات: 9 سال انتشار: 2017 زبان: لاتین Abstract: Global optimization is a long-lasting research topic in the field of optimization, posting many challenging theoretic and computational issues. This paper presents a novel collective neurodynamic method for solving constrained global optimization problems. At first, a one-layer recurrent neural network (RNN) is presented for searching the Karush-Kuhn-Tucker points of the optimization problem under study. Next, a collective neuroydnamic optimization approach is developed by emulating the paradigm of brainstorming. Multiple RNNs are exploited cooperatively to search for