{"product_id":"9789814675024","title":"Handbook On Computational Intelligence (In 2 Volumes): In 2 Volumes","description":"\u003cp\u003eWith the Internet, the proliferation of Big Data, and autonomous systems, mankind has entered into an era of 'digital obesity'. In this century, computational intelligence, such as thinking machines, have been brought forth to process complex human problems in a wide scope of areas — from social sciences, economics and biology, medicine and social networks, to cyber security.\u003c\/p\u003e\u003cp\u003eThe \u003ci\u003eHandbook of Computational Intelligence (in two volumes)\u003c\/i\u003e prompts readers to look at these problems from a non-traditional angle. It takes a step by step approach, supported by case studies, to explore the issues that have arisen in the process. The \u003ci\u003eHandbook\u003c\/i\u003e covers many classic paradigms, as well as recent achievements and future promising developments to solve some of these very complex problems. Volume one explores the subjects of fuzzy logic and systems, artificial neural networks, and learning systems. Volume two delves into evolutionary computation, hybrid systems, as well as the applications of computational intelligence in decision making, the process industry, robotics, and autonomous systems.\u003c\/p\u003e\u003cp\u003eThis work is a \"one-stop-shop\" for beginners, as well as an inspirational source for more advanced researchers. It is a useful resource for lecturers and learners alike.\u003c\/p\u003e\u003cbr\u003e \u003cb\u003eContents:\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eIntroduction by the Editor\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003e\u003ci\u003eVolume 1:\u003c\/i\u003e\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003ePart I: Fuzzy Logic:\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eFundamentals of Fuzzy Set Theory \u003ci\u003e(Fernando Gomide)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eGranular Computing \u003ci\u003e(Andrzej Bargiela and Witold Pedrycz)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eEvolving Fuzzy Systems — Fundamentals, Reliability, Interpretability, Useability, Applications \u003ci\u003e(Edwin Lughofer)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eModeling Fuzzy Rule-Based Systems (Rashmi Dutta Baruah and Diganta Baruah)\u003ci\u003e\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eFuzzy Classifiers \u003ci\u003e(Hamid Bouchachia)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eFuzzy Model-Based Control — Predictive and Adaptive Approach \u003ci\u003e(Igor Škrjanc and Saso Blažič)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eFuzzy Fault Detection and Diagnosis \u003ci\u003e(Bruno Sielly Jales Costa)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003ePart II: Artificial Neural Networks and Learning Systems:\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eThe ANN and Learning Systems in Brains and Machines \u003ci\u003e(Leonid Perlovsky)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eIntroduction to Cognitive Systems \u003ci\u003e(Péter Érdi and Mihály Bányai)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eA New View on Economics with Recurrent Neural Networks \u003ci\u003e(Hans-Georg Zimmermann, Ralph Grothmann and Christoph Tietz)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eEvolving Connectionist Systems for Adaptive Learning and Pattern Recognition: From Neuro-Fuzzy-, to Spiking- and Neurogenetic \u003ci\u003e(Nikola Kasabov)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eReinforcement Learning with Applications in Automation Decision and Feedback Control \u003ci\u003e(Kyriakos G Vamvoudakis, Frank L Lewis and Draguna Vrabie)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eKernel Models and Support Vector Machines \u003ci\u003e(Denis Kolev, Mikhail Suvorov and Dmitry Kangin)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003e\u003ci\u003eVolume 2:\u003c\/i\u003e\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003ePart III: Evolutionary Computation:\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eHistory and Philosophy of Evolutionary Computation \u003ci\u003e(Carlos A Coello Coello, Carlos Segura and Gara Miranda)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eA Survey of Recent Works in Artificial Immune Systems (Guilherme Costa Silva and Dipankar Dasgupta)\u003c\/li\u003e\n\u003cli\u003eSwarm Intelligence: An Introduction, History and Applications \u003ci\u003e(Fevrier Valdez)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eMemetic Algorithms \u003ci\u003e(Qiangfu Zhao, Yong Liu and Yan Pei)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003ePart IV: Hybrid Systems:\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eMulti-objective Evolutionary Design of Fuzzy Rule-based Systems \u003ci\u003e(Michela Antonelli, Pietro Ducange and Francesco Marcelloni)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eBio-Inspired Optimization of Interval Type-2 Fuzzy Controllers \u003ci\u003e(Oscar Castillo)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eNature-Inspired Optimization of Fuzzy Controllers and Fuzzy Models \u003ci\u003e(Radu-Emil Precup and Radu-Codruţ David)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eGenetic Optimization of Modular Neural Networks for Pattern Recognition with a Granular Approach \u003ci\u003e(Patricia Melin)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eHybrid Evolutionary-, Constructive- and Evolving Fuzzy Neural Networks \u003ci\u003e(Michael J Watts and Nikola K Kasabov)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003ePart V: Applications:\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eApplications of CI to Decision Making: Modelling Human Reasoning\/Agreement \u003ci\u003e(Simon Miller, Christian Wagner and Jonathan Garibaldi)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eApplications of CI to Process Industry \u003ci\u003e(J M Hernández)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eApplications of Computational Intelligence to Robotics and Autonomous Systems \u003ci\u003e(Adham Atyabi and Samia Nefti-Meziani)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eSelected Automotive Applications of Computational Intelligence \u003ci\u003e(Mahmoud Abou-Nasr, Fazal Syed and Dimitar Filev)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eReadership:\u003c\/b\u003e Beginners, advanced researchers, lecturers dealing with fuzzy logic, artificial neural networks, learning systems, evolutionary computation, hybrid systems.\u003cbr\u003eComputational Intelligence;Fuzzy Sets;Neural Networks;Evolutionary Algorithms;Evolving Systems\u003cb\u003eKey Features:\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eAn excellent mixture of pioneers and world leaders with promising \"rising stars\"\u003c\/li\u003e\n\u003cli\u003eComprehensive expert coverage of the main topics\u003c\/li\u003e\n\u003cli\u003eEasy to read and understand, yet providing in-dept coverage by leaders and experts\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"World Scientific Publishing Company, Incorporated","offers":[{"title":"Default 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