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Computational intelligence and its applications : evolutionary computation, fuzzy logic, neural network and support vector machine techniques

Author: H K Lam; Steve S H Ling; Hung T Nguyen
Publisher: Singapore ; London : World Scientific, 2012.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:
This title focuses on computational intelligence techniques and their applications - fast-growing and promising research topics that have drawn a great deal of attention from researchers over the years. It brings together many different aspects of the current research on intelligence technologies such as neural networks and fuzzy logic.
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Document Type: Book
All Authors / Contributors: H K Lam; Steve S H Ling; Hung T Nguyen
ISBN: 9781848166912 1848166915
OCLC Number: 793214092
Description: 1 volume
Contents: Neural Network and Applications: Pattern Recognition via Perceptrons (W K Ling); Artificial Neural Network Modeling with Application to Nonlinear Dynamics (Y Zhao); Solving Matrix Eigen Problems by Neural Networks (Y Liu and Z You); Support Vector Machines and Applications: Cardio Respriatory Response Estimation by using Non-invasive Sensors (S Su et al.); Maximal Margin Algorithms for Pose Estimation (Y Guo et al.); Handwritten Recognition using SVM (H K Lam et al.); Fuzzy Logic and Applications: Detection of Nocturnal Hypoglycemic Episodes with Type1 Diabetes using Particle Swarm Optimization-based Fuzzy Inference System (S H Ling & H Nguyen); Fuzzy Controllers for Nonlinear Systems (H K Lam); Automated Screw Insertion Monitoring using Neural Networks: A Computational Intelligence Approach to Assembly in Manufacturing (K Althoefer & L Seneviratne); Evolutionary Computation and Applications: Restoration of Half-toned Color-quantized Images using Particle Swarm Optimization with Multi-wavelet Mutation (F H F Leung); Comparison of GP and PSO on Polynomial Modeling (K Y Chan & T S Dillon).
Responsibility: edited by H.K. Lam, Steve S.H. Ling & Hung T. Nguyen.

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Focuses on computational intelligence techniques and its applications. This book brings together many different aspects of the research on intelligence technologies such as neural networks, support  Read more...

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