عنوان

Handbook on Computational Intelligence

9789814675000

9814675008

b597330

Handbook on Computational Intelligence

[Book]

Angelov, Plamen Parvanov (Hrsg.).

Singapore

World Scientific Publishing Co Pte Ltd

2016

960

Series on Computational Intelligence

Volume 1:Front Matter; Introduction by the Editor; Part I: Fuzzy Logic:Fundamentals of Fuzzy Set Theory (Fernando Gomide); Granular Computing (Andrzej Bargiela and Witold Pedrycz); Evolving Fuzzy Systems - Fundamentals, Reliability, Interpretability, Useability, Applications (Edwin Lughofer); Modelling Fuzzy Rule-based Systems (Rashmi Dutta Baruah and Diganta Baruah, India); Fuzzy Classifiers (Hamid Bouchachia); Fuzzy Model based Control: Predictive and Adaptive Approach (Igor Skrjanc and Saso Blazic); Fuzzy Fault Detection and Diagnosis (Bruno Sielly Jales Costa); Part II: Artificial Neural Networks and Learning Systems:The ANN and Learning Systems in Brains and Machines (Leonid Perlovsky); Introduction to Cognitive Systems (Peter Erdi and Mihaly Banyai); A New View on Economics with Recurrent Neural Networks (Hans Georg Zimmermann, Ralph Grothmann and Christoph Tietz); Evolving Connectionist Systems for Adaptive Learning and Pattern Recognition: From Neuro-Fuzzy, to Spiking and Neurogenetic (Nikola Kasabov); Reinforcement Learning with Applications in Automation Decision and Feedback Control (Kyriakos Vamvoudakis, Frank L Lewis and Draguna Vrabie); Kernel Models and Support Vector Machines (Denis Kolev); Volume 2:Part III: Evolutionary Computation:History and Philosophy of the Evolutionary Computation (Carlos A Coello-Coello, Carlos Segura and Gara Miranda); A Survey of Recent Works in Artificial Immune Systems (Guilherme Costa Silva and Dipankar Dasgupta); Swarm Intelligence: An Introduction, History and Applications (Fevrier Valdez); Memetic Algorithms (Qiangfu Zhao, Yong Liu and Yan Pei); Part IV: Hybrid Systems:Multi-objective Evolutionary Design of Fuzzy Rule-based Systems (Michela Antonelli, Pietro Ducange and Francesco Marcelloni); Bio-inspired Optimization of Type-2 Fuzzy Controllers (Oscar Castillo); Nature-inspired Optimization of Fuzzy Controllers and Fuzzy Models (Radu Emil Precup and Radu Codrut David); Genetic Optimization of Modular Neural Networks for Pattern Recognition with a Granular Approach (Patricia Melin); Evolving Artificial Neural Networks (Michael Watts and Nikola Kasabov); Part V: Applications:Applications of Computational Intelligence to Decision Making: Modelling Human Reasoning/Agreement (Simon Miller, Christian Wagner and Jonathan Garibaldi); Applications of Computational Intelligence to Process Industry (Jose Macias Hernandez); Applications of Computational Intelligence to Robotics and Autonomous Systems (Adham Atyabi and Samia Nefti-Meziani); Selected Automotive Applications of Computational Intelligence (Mahmoud Abou-Nasr, Fazal Sayed and Dimitar Filev);

Angelov, Plamen Parvanov (Hrsg.).

[Book]

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