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Soft Computing and Industry

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Cover of 'Soft Computing and Industry'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Diagnosis and Control for Multi-agent Systems Using Immune Networks
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    Chapter 2 Universality and Complexity of Approximation of Multivariable Functions by Feedforward Networks
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    Chapter 3 The Supervised Learning No-Free-Lunch Theorems
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    Chapter 4 Making Evolutionary Design Optimisation Popular in Industry: Issues and Techniques
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    Chapter 5 Theory of Incursive Synchronization and Anticipatory Computing of Chaos
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    Chapter 6 Computing with Autopoietic Systems
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    Chapter 7 The Internet and Education: Forces at War?
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    Chapter 8 Soft Computing for Control of Dynamical Systems
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    Chapter 9 Holonic Scheduling for an Assembly Line
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    Chapter 10 Combining First Principles Models and Neural Networks for Generic Model Control
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    Chapter 11 Adaptive Model-Based Control of Non-Linear Plants using Neural Networks and Fuzzy Logic
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    Chapter 12 Intelligent Control of a Battery Charging Process with a Hybrid Approach
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    Chapter 13 A Breeder Genetic Algorithm for Adaptive Filter Optimization
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    Chapter 14 Intelligent Control of Robotic Autonomous Systems using a Neuro-Fuzzy-Genetic Approach
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    Chapter 15 Prediction of Power Requirement in Turning using a GA-Fuzzy Approach
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    Chapter 16 Predictive Control of a Nonlinear Process Using Multiple Models Optimization Based on Fast Evolutionary Programming
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    Chapter 17 Some Realisation Issues of Fuzzy Gain-Scheduling Controllers: a Robotic Manipulator Case Study
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    Chapter 18 Environmental Safety and Loss Prevention in Sulphur Tank with Fuzzy L 1 Norm Control
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    Chapter 19 Autotuning of a Fuzzy PID Controller Based on Fuzzy Gain and Phase Margins: Analysis and Design
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    Chapter 20 Two Automatic On-line New Schemes to Compensate the Torque Ripple of Switched Reluctance Machines: With and Without Torque Signal Measurement
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    Chapter 21 Applications of Neural Networks in Servo Systems - A Survey
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    Chapter 22 Some Methods of Clustering of Fuzzy Objects
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    Chapter 23 Integration of Enhanced Adaptive Fuzzy Clustering Algorithm with Probabilistic Technique for Dynamic Map Building
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    Chapter 24 Classification of Severe Storm Cells Using Support Vector Machines
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    Chapter 25 Fuzzy Clustering for the Identification of Compact Fuzzy Classifiers
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    Chapter 26 Multi-Constrained Nonlinear Optimization by the Differential Evolution Algorithm
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    Chapter 27 Genetic Algorithms for the Assembly Line Balancing Problem: A Real-World Automotive Application
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    Chapter 28 A Genetic Algorithm for the Uncapacitated Network Design Problem
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    Chapter 29 An Overview of Benchmarking Techniques for Multi-Objective Evolutionary Algorithms
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    Chapter 30 Fuzzy Cluster Loading for 3-way Data
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    Chapter 31 A Robust Multilevel Watermarking Method for Digital Images using Multiresolution Wavelet Decomposition
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    Chapter 32 Fuzzy Relational Pattern Dynamics of the Breast Cancer Cells
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    Chapter 33 Slope Constrained Shortest Path on Surface: A Stochastic Approach
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    Chapter 34 Design of Explicitly or Implicitly Parallel Low-resolution Character Recognition Algorithms by Means of Genetic Programming
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    Chapter 35 Low-Power Massively Parallel Feature Computation for Application-Specific Integrated Vision Systems
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    Chapter 36 Pulse Image Processing
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    Chapter 37 Soft Data Fusion in Image Processing
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    Chapter 38 Eigenspace-based Face Recognition
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    Chapter 39 Dimensionality Reduction and Interactive Visualization of Multivariate Data — Methods, Tools, Applications
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    Chapter 40 Developing Agent-Based Personalized Recommender Systems: An Experimental Study
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    Chapter 41 An Agent That Learns to Support Users of a Website
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    Chapter 42 ANTS: Automatic Navigation of Terrain Systems
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    Chapter 43 Greta: A Simple Facial Animation Engine
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    Chapter 44 Fast Text Compression Using Artificial Neural Networks
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    Chapter 45 Visualization of Data Using Genetic Algorithm
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    Chapter 46 Measuring Facial Emotional Expressions Using Genetic Programming
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    Chapter 47 Fuzzy Based Web Server Workload Modeling and Prediction
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    Chapter 48 Efficient and Precise Handling of a Piecewise-Linear Fuzzy Set on Computers in an Extended Knot Form
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    Chapter 49 Kansei Factor Analysis Using C4.5
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    Chapter 50 An Active Search Algorithm Extending GA Based Path Planning for Mobile Robot Systems
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    Chapter 51 Genetic Programming for Combining Neural Networks for Drug Discovery
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    Chapter 52 Training MLP Networks by the Differential Evolution Algorithm
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    Chapter 53 A Genetic Algorithm Based on Cell Loss for Dynamic Routing in ATM Networks
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    Chapter 54 Gene Expression Programming in Problem Solving
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    Chapter 55 Studies of the XCSI Classifier System on a Data Mining Problem
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    Chapter 56 Artificial chemistry - a new metaphor for evolutionary algorithms
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    Chapter 57 Immune System Simulation through a Complex Adaptive System Model
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    Chapter 58 The Effectiveness of Mutations: Simulation of Natural Mechanisms
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    Chapter 59 Root-Finding of Monotone Nonlinear Functions with Fuzzy Iterative Methods
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    Chapter 60 On Partitioned Fitness-Distributions of Genetic Operators for Predicting GA Performance
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    Chapter 61 A Comparative Assessment on the Application of Knowledge-based Networks and Genetic Algorithms to the Design of Fuzzy Diagnosis Systems for Rotating Machinery
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    Chapter 62 Evolution of a Tactile Wall-Following Behavior in Real Time
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    Chapter 63 Fuzzy-Memetic Approach for Prediction of Chaotic Time Series and Nonlinear Identification
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    Chapter 64 Finite-Element Mesh Adaptation via Time Series Prediction Using Neural Networks
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    Chapter 65 Multi-Objective Genetic Algorithms on Financial Ratio Selection for Earning Forecast
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    Chapter 66 Hybrid Genetic Algorithm for VLSI Macro Cell Layout
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    Chapter 67 Artificial Neural Networks Modeling as an Industrial Plant Fault Diagnostic Tool
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    Chapter 68 An Application of Genetic Programming to Electronic Design Automation: from Frequency Specifications to VHDL Code
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    Chapter 69 A Comparision of Soft Computing Methods for Reservoir Simulation
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    Chapter 70 Multistage Decision Making for a Fuzzy Automaton by Simulated Annealing
Attention for Chapter 22: Some Methods of Clustering of Fuzzy Objects
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Chapter title
Some Methods of Clustering of Fuzzy Objects
Chapter number 22
Book title
Soft Computing and Industry
Published by
Springer, London, January 2002
DOI 10.1007/978-1-4471-0123-9_22
Book ISBNs
978-1-4471-1101-6, 978-1-4471-0123-9
Authors

Libor Žák