نوع مقاله : مقاله پژوهشی
نویسنده
استاد، دانشکده هوش مصنوعی و علوم شناختی، دانشگاه جامع امام حسین (ع)، تهران، ایران
چکیده
تازه های تحقیق
کلیدواژهها
عنوان مقاله [English]
نویسنده [English]
Computational intelligence, as one of the fundamental areas in the development of intelligent systems, plays a key role in solving complex, nonlinear, and uncertain problems. This book aims to provide a comprehensive reference for teaching the concepts, technologies, and applications of computational intelligence and attempts to explain the underlying principles and how to apply soft computing methods in the design of intelligent systems. The structure of the work is arranged in such a way that first the basic foundations and concepts of computational intelligence and its application areas are discussed, then the main technologies including artificial neural networks, evolutionary algorithms and genetic algorithms, sets and fuzzy logic, and fuzzy control are reviewed. Subsequently, supplementary topics including soft computing, Bayesian networks, multi-agent systems, and expert systems are presented, and finally an application framework for designing an intelligent monitoring system based on computational intelligence is introduced. The book also analyzes emerging trends and the role of computational intelligence in advancing cognitive science and future application areas with a forward-looking perspective. This work can be used as an educational and research resource for students and researchers in engineering, cognitive science, and interdisciplinary fields.
کلیدواژهها [English]