Stochastic Global Optimization

• المؤلفون الرئيسيون: Zhigljavsky, Anatoly, Žilinskas, Antanas
• التنسيق: كتاب
• اللغة: English
• منشور في: Springer 2017
• الموضوعات: Mathematics; 519.6
• الوصول للمادة أونلاين: http://repository.vnu.edu.vn/handle/VNU_123/24623
• المؤسسة: Vietnam National University, Hanoi

This book presents the main methodological and theoretical developments in stochastic global optimization. The extensive text is divided into four chapters; the topics include the basic principles and methods of global random search, statistical inference in random search, Markovian and population-based random search methods, methods based on statistical models of multimodal functions and principles of rational decisions theory.