: Patricia Melin, Oscar Castillo, Eduardo G. Ramírez, Janusz Kacprzyk, Witold Pedrycz
: Patricia Melin, Oscar Castillo, Eduardo G. Ramírez, Witold Pedrycz
: Analysis and Design of Intelligent Systems Using Soft Computing Techniques
: Springer-Verlag
: 9783540724322
: 1
: CHF 189.80
:
: Allgemeines, Lexika
: English
: 855
: Wasserzeichen
: PC/MAC/eReader/Tablet
: PDF

This book comprises a selection of papers on new methods for analysis and design of hybrid intelligent systems using soft computing techniques from the IFSA 2007 World Congress, held in Cancun, Mexico, June 2007.

Preface6
Organization9
Contents13
Fuzzy Logic as the Logic of Natural Languages22
Type-2 Fuzzy Logic: Theory and Applications24
A Method for Response Integration in Modular Neural Networks with Type- 2 Fuzzy Logic for Biometric Systems25
Evolving Type-2 Fuzzy Logic Controllers for Autonomous Mobile Robots36
Adaptive Type-2 Fuzzy Logic for Intelligent Home Environment46
Interval Type-1 Non-singleton Type-2 TSK Fuzzy Logic Systems Using the Hybrid Training Method RLS- BP56
An Efficient Computational Method to Implement Type- 2 Fuzzy Logic in Control Applications65
Building Fuzzy Inference Systems with the Interval Type- 2 Fuzzy Logic Toolbox73
Evolutionary Computing for Topology Optimization of Type- 2 Fuzzy Systems83
Fuzzy Clustering: Theory and Applications96
Comparison of the Performance of Seven Classifiers as Effective Decision Support Tools for the Cytodiagnosis of Breast Cancer: A Case Study97
MFCM for Nonlinear Blind Channel Equalization106
Fuzzy Rules Extraction from Support Vector Machines for Multi- class Classification117
Density Based Fuzzy Support Vector Machines for Multicategory Pattern Classification127
A Modified FCM Algorithm for Fast Segmentation of Brain MR Images137
Incorporation of Non-euclidean Distance Metrics into Fuzzy Clustering on Graphics Processing Units146
Fuzzy C-Means, Gustafson-Kessel FCM, and Kernel- Based FCM: A Comparative Study158
Improved Fuzzy C-Means Segmentation Algorithm for Images with Intensity Inhomogeneity168
Intelligent Identification and Control178
A Fuzzy-Neural Hierarchical Multi-model for Systems Identification and Direct Adaptive Control179
Robust Speed Controller Design Method Based on Fuzzy Control for Torsional Vibration Suppression in Two- Mass System189
Self-organizing Fuzzy Controller Based on Fuzzy Neural Network201
Decision Making Strategies for Real-Time Train Dispatch and Control211
Soft Margin Training for Associative Memories Implemented by Recurrent Neural Networks221
Time Series Prediction231
Modular Neural Networks with Fuzzy Integration Applied for Time Series Forecasting232
Predicting Job Completion Time in a Wafer Fab with a Recurrent Hybrid Neural Network*241
A Hybrid ANN-FIR System for Lot Output Time Prediction and Achievability Evaluation in a Wafer Fab251
M-Factor High Order Fuzzy Time Series Forecasting for Road Accident Data261
Fuzzy Time Series: A Realistic Method to Forecast Gross Domestic Capital of India270
Design of Modular Neural Networks with Fuzzy Integration Applied to Time Series Prediction280
Pattern Recognition289
Characterize the Parameters of Genetic Algorithms Based on Zernike Polynomials for Recovery of the Phase of Interferograms of Closed Fringes Using Hybrid Technique290
Rotated Coin Recognition Using Neural Networks303
Selected Problems of Intelligent Handwriting Recognition311
3-D Object Recognition Using an Ultrasonic Sensor Array and Neural Networks319
Soft System for Road Sign Detection329
Nonlinear Neuro-fuzzy Network for Channel Equalization340
On the Possibility of Reliably Constructing a Decision Support System for the Cytodiagnosis of Breast Cancer350
Spatial Heart Simulation and Analysis Using Unified Neural Network359
A Method for Creating Ensemble Neural Networks Using a Sampling Data Approach368
Pattern Recognition Using Modular Neural Networks and Fuzzy Integral as Method for Response Integration378
Evolutionary Computation387
A Differential Evolution Algorithm for Fuzzy Extension of Functions388
Use of Pareto-Optimal and Near Pareto-Optimal Candidate Rules in Genetic Fuzzy Rule Selection398
A Dissimilation Particle Swarm Optimization-Based Elman Network and Applications for Identifying and Controlling Ultrasonic Motors408
A Cultural Algorithm for Solving the Set Covering Problem419
Integration of Production and Distribution Planning Using a Genetic Algorithm in Supply Chain Management427
Bacteria Swarm Foraging Optimization for Dynamical Resource Allocation in a Multizone Temperature Experimentation Platform438
An Ant Colony Optimization plug-in to Enhance the Interpretability of Fuzzy Rule Bases with Exceptions447
Performance Improvement of the Attitude Estimation System Using Fuzzy Inference and Genetic Algorithms456
Multi Objective Optimization in Machining Operations466
Evolutionary Computing for the Optimization of Mathematical Functions474
Providing Intelligence to Evolutionary Computational M