Название: Soft Computing for Smart Environments: Techniques and Applications
Автор: Mohamed Abdel-Basset, Ripon K. Chakrabortty, Abduallah Gamal
Издательство: CRC Press
Год: 2023
Страниц: 281
Язык: английский
Формат: pdf (true)
Размер: 15.8 MB
This book applies both industrial engineering and computational intelligence to demonstrate intelligent machines that solve real-world problems in various smart environments. It presents fundamental concepts and the latest advances in multi-criteria decision-making (MCDM) techniques and their application to smart environments. Though managers and engineers often use multi-criteria analysis in making complex decisions, many core problems are too difficult to model mathematically or have simply not yet been modeled. In response, as well as discussing AI-based approaches, Soft Computing for Smart Environments covers various optimization techniques, decision analytics, and Data Science in applying soft computing techniques to a defined set of smart environments, including smart and sustainable cities, disaster response systems, and smart campuses. Zadeh proposed fuzzy set theory as a mathematical framework to represent the vagueness or imprecision of human cognitive processes. The underlying principle behind the fuzzy set theory is that each element in a fuzzy set has a degree of membership. A membership function that transfers items to degrees of membership within a certain interval, commonly, defines a fuzzy set.