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Analysis and design of intelligent systems using soft computing techniques

Analysis and design of intelligent systems using soft computing techniques (Loan 1 times)

Material type
단행본
Personal Author
Melin, Patricia , 1962-
Title Statement
Analysis and design of intelligent systems using soft computing techniques / Patricia Melin ... [et al.] (eds.).
Publication, Distribution, etc
Berlin ;   New York :   Springer ,   2007.  
Physical Medium
xxi, 855 p. : ill ; 24 cm.
Series Statement
Advances in soft computing ; 41
ISBN
9783540724315 (soft : alk. paper) 3540724311
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
Expert systems (Computer science) -- Congresses. Soft computing -- Congresses. Hybrid computers -- Congresses.
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001 000045400929
005 20071119140110
008 070402s2007 gw a b 101 0 eng
010 ▼a 2007926020
020 ▼a 9783540724315 (soft : alk. paper)
020 ▼a 3540724311
035 ▼a (KERIS)REF000013627079
040 ▼a DLC ▼c DLC ▼d DLC ▼d 211009
050 0 0 ▼a QA76.76.E95 ▼b A527 2007
082 0 0 ▼a 006.3/3 ▼2 22
090 ▼a 006.33 ▼b A532
245 0 0 ▼a Analysis and design of intelligent systems using soft computing techniques / ▼c Patricia Melin ... [et al.] (eds.).
260 ▼a Berlin ; ▼a New York : ▼b Springer , ▼c 2007.
300 ▼a xxi, 855 p. : ▼b ill ; ▼c 24 cm.
490 0 ▼a Advances in soft computing ; ▼v 41
504 ▼a Includes bibliographical references and index.
650 0 ▼a Expert systems (Computer science) ▼v Congresses.
650 0 ▼a Soft computing ▼v Congresses.
650 0 ▼a Hybrid computers ▼v Congresses.
700 1 ▼a Melin, Patricia , ▼d 1962-
945 ▼a KINS

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.33 A532 Accession No. 121159399 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

Fuzzy Logic as the Logic of Natural Languages.- Fuzzy Logic as the Logic of Natural Languages.- I: Type-2 Fuzzy Logic: Theory and Applications.- A Method for Response Integration in Modular Neural Networks with Type-2 Fuzzy Logic for Biometric Systems.- Evolving Type-2 Fuzzy Logic Controllers for Autonomous Mobile Robots.- Adaptive Type-2 Fuzzy Logic for Intelligent Home Environment.- Interval Type-1 Non-singleton Type-2 TSK Fuzzy Logic Systems Using the Hybrid Training Method RLS-BP.- An Efficient Computational Method to Implement Type-2 Fuzzy Logic in Control Applications.- Building Fuzzy Inference Systems with the Interval Type-2 Fuzzy Logic Toolbox.- Evolutionary Computing for Topology Optimization of Type-2 Fuzzy Systems.- II: Fuzzy Clustering: Theory and Applications.- Comparison of the Performance of Seven Classifiers as Effective Decision Support Tools for the Cytodiagnosis of Breast Cancer: A Case Study.- MFCM for Nonlinear Blind Channel Equalization.- Fuzzy Rules Extraction from Support Vector Machines for Multi-class Classification.- Density Based Fuzzy Support Vector Machines for Multicategory Pattern Classification.- A Modified FCM Algorithm for Fast Segmentation of Brain MR Images.- Incorporation of Non-euclidean Distance Metrics into Fuzzy Clustering on Graphics Processing Units.- Fuzzy C-Means, Gustafson-Kessel FCM, and Kernel-Based FCM: A Comparative Study.- Improved Fuzzy C-Means Segmentation Algorithm for Images with Intensity Inhomogeneity.- III: Intelligent Identification and Control.- A Fuzzy-Neural Hierarchical Multi-model for Systems Identification and Direct Adaptive Control.- Robust Speed Controller Design Method Based on Fuzzy Control for Torsional Vibration Suppression in Two-Mass System.- Self-organizing Fuzzy Controller Based on Fuzzy Neural Network.- Decision Making Strategies for Real-Time Train Dispatch and Control.- Soft Margin Training for Associative Memories Implemented by Recurrent Neural Networks.- IV: Time Series Prediction.- Modular Neural Networks with Fuzzy Integration Applied for Time Series Forecasting.- Predicting Job Completion Time in a Wafer Fab with a Recurrent Hybrid Neural Network.- A Hybrid ANN-FIR System for Lot Output Time Prediction and Achievability Evaluation in a Wafer Fab.- M-Factor High Order Fuzzy Time Series Forecasting for Road Accident Data.- Fuzzy Time Series: A Realistic Method to Forecast Gross Domestic Capital of India.- Design of Modular Neural Networks with Fuzzy Integration Applied to Time Series Prediction.- V: Pattern Recognition.- Characterize the Parameters of Genetic Algorithms Based on Zernike Polynomials for Recovery of the Phase of Interferograms of Closed Fringes Using Hybrid Technique.- Rotated Coin Recognition Using Neural Networks.- Selected Problems of Intelligent Handwriting Recognition.- 3-D Object Recognition Using an Ultrasonic Sensor Array and Neural Networks.- Soft System for Road Sign Detection.- Nonlinear Neuro-fuzzy Network for Channel Equalization.- On the Possibility of Reliably Constructing a Decision Support System for the Cytodiagnosis of Breast Cancer.- Spatial Heart Simulation and Analysis Using Unified Neural Network.- A Method for Creating Ensemble Neural Networks Using a Sampling Data Approach.- Pattern Recognition Using Modular Neural Networks and Fuzzy Integral as Method for Response Integration.- VI: Evolutionary Computation.- A Differential Evolution Algorithm for Fuzzy Extension of Functions.- Use of Pareto-Optimal and Near Pareto-Optimal Candidate Rules in Genetic Fuzzy Rule Selection.- A Dissimilation Particle Swarm Optimization-Based Elman Network and Applications for Identifying and Controlling Ultrasonic Motors.- A Cultural Algorithm for Solving the Set Covering Problem.- Integration of Production and Distribution Planning Using a Genetic Algorithm in Supply Chain Management.- Bacteria Swarm Foraging Optimization for Dynamical Resource Allocation in a Multizone Temperature Experimentation Platform.- An Ant Colo


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