Advanced Intelligent Computing

Name: Advanced Intelligent Computing | 7th International Conference, ICIC 2011, Zhengzhou, China, August 11-14, 2011. Revised Selected Papers
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7th International Conference, ICIC 2011, Zhengzhou, China, August 11-14, 2011. Revised Selected Papers

De-Shuang Huang Yong Gan Vitoantonio Bevilacqua Juan Carlos Figueroa(Herausgeber*in)

Springer (Verlag)

Erschienen am 10. Februar 2012

XXI, 707 Seiten

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Inhalt

Title
Preface
ICIC 2011 Organization
Table of Contents
Neural Networks
Neural Network Ensemble Model Using PPR and LS-SVR for Stock Market Forecasting
Introduction
The Building Process of the NN Ensemble Model
Produce Input Sets Using Projection Pursuit Technology
Generating Diverse Individual Ensemble
Selecting Appropriate Ensemble Members
Least Squares Support Vector Regression
The Establishment of Ensemble Model
Experiment Study
Data Description
Empirical Analysis
Conclusion
References
Stability Analysis of Neutral Systems with Distributed Delays
Introduction
Problem Statement
Main Results
Stability Analysis for the System without Uncertainties
Stability Analysis for the Uncertain System
Numerical Example
Conclusions
References
Neural Network Model for Forecasting Balkan Stock Exchanges
Introduction
Application of NN Model for Forecasting Balkan Stock Exchanges
Input and Output Data
Data Preprocessing
Network Architecture and Training Algorithm
Training and Testing Strategy
Network Topology
Evaluating the Results
Experiments and Results
Conclusion and Future Work
References
A Robust Fault Detection and Isolation Scheme for Robot Manipulators Based on Neural Networks
Introduction
Problem Formulation
Neural Network
Fault Detection and Isolation Architecture
Robot Dynamic Model
Fault Detection and Isolation Scheme
Simulation Results
Conclusions
References
An Approach for High Resolution Radar Target Recognition Based on BP Neural Network
Introduction
Process of BP Neural Network Based RATR
Target Features Extraction of HRRP
Preprocessing
Feature Extraction
BP Neural Network Classifier
Simulation Results
Conclusion
References
Machine Learning Theory and Methods
Hybrid Clustering Algorithm Based on the ArtificialImmune Principle
Introduction
The Principle of Artificial Immune Algorithm
K-means Clustering Algorithm
The Description of Hybrid Algorithm
Simulation Experiment
Conclusion
References
Succinct Initialization Methods for Clustering Algorithms
Introduction
Related Work
Traditional Clustering Method
Genetic Algorithm
Particle Swarm Optimization
A Novel Method of Initializing Cluster Centers
Evolutionary Clustering Models
Clustering Model Inspired by GA
Clustering Model Inspired by PSO
Experiment Results
Data and Experimental Setup
Main Result
Discussion of Parameters in GA
References
Variable Neighborhood Search for Drilling Operation Scheduling in PCB Industries
Introduction
Identical Parallel Machine Scheduling Problems
Variable Neighborhood Search Algorithm
Initialization
Shaking
Neighboring Structure
Pareto Front Update
Case Study
Solution Quality Comparison
Computational Effort Comparison
Conclusions
References
Adaptive Weighted Fusion of Local Kernel Classifiers for Effective Pattern Classification
Introduction
FaLK-SVM
Brief Survey on FaLK-SVM
Discussion
Adaptive Fusion of Local SVM Classifiers
The Adaptive Fusion Method
Model Selection
Experimental Results
Experimental Results on the UCI Data Sets
Experimental Results on the Large Scale Data Sets
Conclusion
References
Improvement of LEACH Routing Algorithm Based on Use of Balanced Energy in Wireless Sensor Networks
Introduction
LEACH Routing Algorithm
Improved Algorithm of LEACH
The Choice of Cluster Head
Data Communication
Simulation and Results
Simulation Settings
Simulation Results
Conclusions
References
Optimal Regularization Parameter Estimation for Regularized Discriminant Analysis
Introduction
Background
The Proposed Method
The Equivalent Form of RLDA
Model Evaluation Criterion
Experiments
Datasets
Results
Conclusion
References
Optimized Projection for Sparse Representation Based Classification
Introduction
Sparse Representation Based Classification
Optimized Projection for Sparse Representation Based Classification
Experimental Verification
Conclusions
References
Balanced-Sampling-Based Heterogeneous SVR Ensemble for Business Demand Forecasting
Introduction
Collection of Beer Sales Data
Construction of Demand Forecasting Model of SVR Ensemble Based on Balanced-sampling
Introduction of Beer Sales Data
Algorithm Flow of the Demand Forecasting Model
Experiment
Experimental Setup
Experimental Results and Analysis
Conclusions
References
Fuzzy Theory and Models
CCC: Classifier Combination via Classifier
Introduction
Classifier Combination via Classifier
The CCC Model
A Pattern Recognition Perspective
Other Topics
Learner Combination via Learner(LCL)
Experimental Verification
Conclusions and Future Works
References
Hybrid Reduction in Soft Set Decision Making
Introduction
Soft Set Theory
The Proposed Technique
The Results
Conclusion
References
Fuzzy Systems and Soft Computing
A New Class of $\epsilon$-Optimal Learning Automata
Introduction
DGSE Learning Automaton
Experimental Results
Conclusions
References
Uncertainty Measures of Roughness Based on Interval Ordered Information Systems
Introduction
Basic Notions Related to Interval Ordered Information Systems
Rough Entropy of Knowledge in Interval Ordered Information Systems
Rough Entropy of Rough Sets in Interval Ordered Information Systems
Conclusion
References
Evolutionary Learning and Genetic Algorithms
A Differential Evolution Algorithm for the Extraction of Complex Natural Resonance Frequencies of Electromagnetic Targets
Introduction
Theory and Formulation
Differential Evolution Algorithm
The Experimental Results for a Dielectric Sphere
Conclusions
References
A Novel Discrete League Championship Algorithm for Minimizing Earliness/Tardiness Penalties with Distinct Due Dates and Batch Delivery Consideration
Introduction
Problem Definition
Notations
Assumptions
A League Championship Algorithm Solution Approach
General League Championship Algorithm (LCA)
The Proposed League Championship Algorithm
Computational Results
Data Generation
Experimental Results
Conclusions
References
Local Meta-models for ASM-MOMA
Introduction
Algorithm Description
Test Setup
Results
Conclusions
References
Swarm Intelligence and Optimization
Research on Vehicle Routing Problem with Stochastic Demand Based on Multi-objective Method
Introduction
Problem Formulation
Problem Description
Strategy for VRPSD
Mathematical Model
Multi-objective Hybrid PSO Algorithm
Multi-objective Optimal Problem
Hybrid PSO for MOVRPSD
Encoding and Decoding
Steps of MOPSO for VRPSD
Simulation Results and Analysis
Data Sources
Results and Analysis
Conclusion
Reference
A Stochastic Optimization Method for Solving the Machine-Part Cell Formation Problem
Introduction
Problem Formulation and Preliminaries
A Randomized Local Search Algorithm
A Fractional-Programming-Based Algorithm for Subproblem 1
An Alternative 0-1 Fractional Programming Formulation
A Subproblem of M(y)
Applying the Dinkelbach's Algorithm to Solve the Problem M(y)
Running Time Analysis
Empirical Study
Conclusions
References
Fully Connected Multi-Objective Particle Swarm Optimizer Based on Neural Network
Introduction
A Brief Introduction of Multi-Objective Particle Swarm Optimization
Full Connected Multi-Objective Particle Swarm Optimization
Comparison between FCMOPSO and MOPSO
Test Problems
Performance Metrics
Conclusion
References
Immune Gravitation Inspired Optimization Algorithm
Introduction
Gravity Search Algorithm
Newtonian Laws of Gravitation and Motion
Immune Gravitation Inspired Optimization Algorithm (IGOA)
The Mechanism of Biological Immune System
Immune Gravitation Inspired Optimization Algorithm (IGOA)
Experiments and Results
Benchmark Functions
Experimental Results
Conclusion
References
A Novel Multi Objective Genetic Algorithm for the Portfolio Optimization
Introduction
The Problem Reformulation of the Portfolio Ooptimization
The New Constraints Like Multi-objective Approach (MOGACOP)
Description of the Data and the Empirical Results
Concluding Remarks
References
Intelligent Computing in Computer Vision
Tracking Multiple Feature in Infrared Image with Mean-Shift
Introduction
Tracking Targets with Mean-Shift and Its Drawbacks in IR Target Tracking
Tracking Targets in Multiple Feature Image
Experimental Results
Conclusions and Acknowledgements
References
Research on Dynamic Human Object Tracking Algorithm
Introduction
Human Motion Tracking Theories
Human Motion Tracking Based on Improved Particle Tracking Algorithm
Adjust the Number of Particles Online
Operation Steps of Model Matching
Simulation and Analysis of Experimental Results
Conclusion
References
Mobile Robot Navigation Using Reinforcement Learning Based on Neural Network with Short Term Memory
Introduction
Proposed Architecture of Control System
Generalized Error Back Propagation (GEBP) Algorithm Providing Learning Based on Positive and Negative Samples
Simulation
Conclusion
References
Histogram Based Color Object Classification by Multi-class Support Vector Machine
Introduction
Data Sets
SVM and Other Methods Used in This Work
Results of the Data Classification
Definitions of the Processes
Conclusion and Outlook
References
Tracking Objects Using Orientation Covariance Matrices
Introduction
Traditional Covariance Matrix Tracking
Orientation Covariance Matrices and Steepest Descent Method for Object Tracking
Spatial Weight in the Feature Vector
Orientation Covariance Matrices
Tracking with the Steepest Descent Method
Experiments
Conclusion
References
Action Recognition via an Improved Local Descriptor for Spatio-temporal Features
Introduction
A Brief Introduction of Related Works
Spatio-temporal Interest Points
Structure of the Paper
Improved Algorithm
Improved Cuboids Descriptor
Types of the Improved Cuboids
Experiments
Datasets
Computation Time
Action Classification Results
Compare with the State-of-Art Level
References
Event Recognition Based on a Local Space-Time Interest Points and Self-Organization Feature Map Method
Introduction
Feature Representation and Classification
Local Space-Time Features
Self-Organization Feature Map and SOFM Analysis
Experiment
Conclusion
References
Strategy of Statistics-Based Visualization for Segmented 3D Cardiac Volume Data Set
Introduction
Statistics-Based Algorithm for Designing Transfer Function
Statistics of the 3D Cardiac Volume Data Set
Transfer Function Design
Strategy of Visualization
Opacity Modulation Based on the Statistics
Gradient Modulation
Conclusion
References
Robust Gait Recognition Using Gait Energy Image and Band-Limited Phase-Only Correlation
Introduction
Method Details
Gait Energy Image
Fundamentals of Band-Limited Phase-Only Correlation
Experiments and Results
Experiment 1
Experiment 2
Conclusions and Future Works
References
Implementation of Interactive Interview System Using Hand Gesture Recognition
Introduction
CONDENSATION Algorithm
Particle Filter Algorithm
Application of Particle Filter for the Hand Motion Recognition
Experiment Result
Conclusions
References
Integrated Real-Time Vision-Based Preceding Vehicle Detection in Urban Roads
Introduction
Vehicle Detection with Shadow Feature
ROI Entropy
Mean of Edge Image
Vehicle Detection with Prediction and Verification
Experiment Results
Discussions and Conclusions
References
Real-Time Face Detection Using Integral Histogram of Multi-scale Local Binary Patterns
Introduction
Histogram of Multi-scale Local Binary Pattern with Spatial Pyramid Architecture
Large-Scale Linear Support-Vector Machine
Results
Conclusions and Future Work
References
Study on UAV Video Reconnaissance Based Adaptively Tracking Algorithm for the Ground Moving Target
Introduction
KFA Modeling to Track the GMT
Motion Modeling of the GMT
Measurement Modeling for a GMT by UAV Video Reconnaissance
Initialization Strategy for KFA
The Interacted Procedure of Multiple Models KFA
Simulation and Conclusion
References
Intelligent Computing in Image Processing
Palm Print Image De-noising Based on BEMD and Wavelet Packet Transform-Wiener Filter
Introduction
Algorithm Description of BEMD
De-noising Algorithm of IMF Sub Images Based on Wavelet Packed Transform and Wiener Filter
Principle of Image De-noising Based on Wavelet Packed Transform and Wiener Filter
De-noising Algorithm of IMF Sub Images Based on Wavelet Packed Transform and Wiener Filter
Simulation Verification
Conclusion
References
Pavement Crack Segmentation Algorithm Based on Local Optimal Threshold of Cracks Density Distribution
Introduction
Related Works
Methodology and Experiments
Conclusion and Future Work
Reference
Linear Pose Estimation Algorithm Based on Quaternion
Introduction
Pose Estimation Algorithm
Notation
Constraint Equations
Linear Pose Estimation Algorithm
Experiments
Synthetic Experiments
Real Images
Summary
References
Image Enhancement Algorithm for Ink-on-Paper Fingerprints
Introduction
Literature Review
Enhancement in Spacial Domain
Enhancement in Frequency Domain
Proposed Algorithm
Experiments and Results
Conclusion
Acknowledgements.
References
Multi-spectral Remote Sensing Images Classification Method Based on Adaptive Immune Clonal Selection Culture Algorithm
Introduction
Remote Sensing Images Classification Method Based on Adaptive Immune Clonal Selection Culture Algorithm
Definition of Antigen and Antibody
Main Operations in Population Space
Extraction and Utilization of Implicit Knowledge
Simulation and Analysis
Conclusions
References
Age Estimation Using Active Appearance Models and Ensemble of Classifiers with Dissimilarity-Based Classification
Introduction
Motivation
Overview of Proposed Approach
Organisation of Paper
Related Work
Background
Active AppearanceModel(AAM)
Classification Using Ensemble of Classifiers
Proposed Age Estimation Technique
Classifiers Based on Different Dissimilarities
Age Estimation Functions
Experimental Results
Conclusions and Future Work
References
Adaptive Variance Based Sharpness Computation for Low Contrast Images
Introduction
Related Works
Proposed Contrast Measure
Experimental Results
Conclusions
References
Non-sampling Contourlet Based " Consistency Verification" Method of Image Fusion
Introduction
NSCT Based Image Fusion
NSCT Based the New Method of " Consistency Verification
Low-Frequency Band Fusion
High-Frequency Bands Fusion
Improved Consistency Verification
Experimental Results and Analysis
Multi-focus Image Fusion Experiments Results and Analysis
The Infrared Image Fusion Experiments and Analysis
Conclusions
References
Understanding the Meaning of Shape Description for Interactive Object Recognition
Introduction
Experiments on Shape Descriptions Used by Humans
Expressions Used for Describing Shapes
Experiment on Round Objects
Shape-Based Interactive System Design
Design Implications Obtained through the Experiments
Preliminary System Implementation
Conclusion
References
Gray Scale Potential Theory of Sparse Image
Introduction
Definition of Gray Scale Potential
Experimental and Results
Conclusion
References
Recognition of Leaf Image Based on Outline and Vein Fractal Dimension Feature
Introduction
Fractal Dimension
The Box Dimension
Extraction of Leaf Outline and Venation
Extraction of Leaf Venation
The Experiment Verifies and Analysis Result
Plant Samples
Classification
Conclusions
References
Weighted Multi Feature Based Image Retrieval with Orthogonal Polynomials Model and Genetic Algorithm
Introduction
Proposed Feature Vector Extraction
Texture Feature Extraction
Shape Feature Extraction
Proposed GA Based Weight Generation
Experiments and Results
Conclusion
References
Automatic Context Analysis for Image Classification and Retrieval
Introduction
Algorithm Description
Scene Condition Evaluation
Image Retrieval
Experimental Results
Conclusions
References
Biometrics with Applications to Individual Security/Forensic Sciences
Image Feature Extraction Using the Fusion Features of BEMD and WCB-NNSC
Introduction
The BEMD Algorithm
The Algorithm of WCB-NNSC
The Cost Function
The Learning Rules
Experiment Results
Image Feature Extraction
Testifying Image Features
Conclusions
References
Palmprint Recognition with MEEMD and Statistically Independent Coefficients ICA
Introduction
Multi-dimensional Eensemble Empirical Mode Decomposition (MEEMD)
Statistically Independent Coefficients ICA (ICA II)
Palmprint Recognition Algorithm Based on MEEMD and ICAII (MEEMD-ICAII)
Experimental Results
Conclusions
References
A Palmprint Classification Method Based on Finite Ridgelet Transformation and SVM
Introduction
Basic Principle
Finite Ridgelet Transformation and the Converse
SVM Classification Algorithm
Palmprint Recognition Based on FRIT and SVM
Experimental Results
Data Preprocessing
Palm Classification Performances
Conclusion and Future Work
References
Palmprint Recognition Based on Two-Dimensional Gabor Wavelet Transform and Two-Dimensional Principal Component Analysis
Introduction
Feature Extracting of Palmprint Images Based on 2DGabor Wavelet
2DGabor Filter Function
Feature Extraction of Palmprint with 2DGabor Method
The Dimension Reduction of 2DPCA[4]
Calculation of 2DPCA
Dimension Reduction of the Features
Nearest Neighbour Classifier
Simulation Experiment
Conclusion
References
Recognition Based on Fusion of Gait, Ear and Face Features Using KPCA Method
Introduction
Feature Fusion Method Based on KPCA
Experiments and Results
Conclusion
References
Face Recognition Using KFDA-LLE
Introduction
KFDA-LLE
Experimental Results
Conclusion
References
A Supervised Approach to Support the Analysis and the Classification of Non Verbal Humans Communications
Introduction
Materials
Humans Silhouettes
Facial Expressions
Gestures
Methods
Silhouettes Classification
Facial Expression Classification
Gestures
Experimental Results
Conclusions
References
Intelligent Image/Document Retrievals
A Text Classification Algorithm Based onRocchio and Hierarchical Clustering
Introduction
An Introduction of Rocchio Algorithm
An Introduction of Hierarchical Clustering Algorithm
HI-Rocchio Algorithm
Incremental Rocchio Algorithm
Improved Hierarchical Clustering Algorithm
Classification
Experiments
Conclusions
References
Korean Documents Copy Detection Based on Ferret
Introduction
Related Works
Proposed System
System Architecture
Morphemic Parser
Trigram Comparison Analyzer Algorithms
Experiments and Evaluation
Evaluation
Conclusion
References
Importance Weighted AdaRank
Introduction
Related Work
Kullback-Leibler Importance Estimation Procedure
A Boosting Model with Importance Weighting
General Model
Importance Weighted AdaRank
Experimental Setup and Main Results
References
A Semantic Search Framework for Document Retrievals (Literature, Art and History) Based on Thesaurus Multiwordnet Like
Introduction
Background [1]
Analysis of the Problem and Materials
Methods: Thesaurus and Retrieval
Experimental Results and Validation
Statistical Bandwidth Validation
Comparison between Semantic Search Engines
Conclusions
References
Natural Language Processing and Computational Linguistics
A Novel Musical Synthesizer Embedded with Physical Modeling Sound Synthesis Algorithm
Introduction
A Novel Musical Synthesizer
Laser Strings
Frets
Sound Synthesis Algorithm
Processor and Sound Engine
Results and Demonstration
Conclusions
References
Studies on the Automatic Recognition of Modern Chinese Conjunction Usages
Introduction
Related Work
Knowledge-Bases for Conjunction Usages
Dictionary of Conjunction Usages
Rule Base of Conjunction Usages
Automatic Recognition of Conjunction Usages
Automatic Recognition of Conjunction Usages Based on Rules
Automatic Recognition of Conjunction Usages Based on Statistics
Experiments and Results Analysis
Automatic Recognition Results of Conjunction Usages Based on Rules
Automatic Recognition Results of Conjunction Usages Based on Statistics
Conclusions
References
Implementation of High-Performance Sound Synthesis Engine for Plucked-String Instruments
Introduction
Sound Synthesis of Plucked-String Instruments
Multi-core Processor Array and Design Space Exploration
The Reference Multi-core Processor Array
Determination of Optimal Grain Size
Experimental Environment
Parameter Extraction for Performance Evaluation
Evaluation Metrics
Experimental Results
Synthetic Sounds
Execution Time
System Utilization
Area and Energy Efficiencies
Conclusions
References
A Semantic Retrieval Framework for Engineering Domain Knowledge
Introduction
Knowledge Retrieval Framework
Ontology-Based Knowledge Retrieval Mechanisms
Query Semantic Retrieval
Experiments
Conclusions
References
Intelligent Data Fusion and Information Security
Forgeability Attack of Two Special Signature Schemes
Introduction
Reviews of Hu et al's Proxy Signature Scheme
System Setup
Key Generation
Signing Algorithm
Verification
Delegation Algorithm
Proxy Signing
Proxy Signature Verification
Security Analysis on Hu et al.'s Scheme
Reviews of TSo et al's Certificateless Proxy Blind Signature Scheme
Setup
Partial-Private-Key-Extract
Set-Secret-Value
Set-Private-Key
Set Public Key
Delegation-Generation
Delegation-Verification
Proxy-Key-Generation
Proxy Blind Signing
Proxy-Signature-Verification
Security Analysis
Correctness
Tso et al's Basic Proxy Signature and Its Attack
Conclusion
References
A Trojan Detector Generating Algorithm Based on Chaotic Theory
Introduction
Chaotic Character of Immune System
The Detector Generating Algorithm Based on Chaotic Theory Combined Weighted Euclidean
The Initialization of Initial Detector
The Construction of Fitness Function
Chaos Disturbance
Test Comparing
Conclusion and Prospect
References
Network Security Situation Assessment Based on Hidden Semi-Markov Model
Introduction
System Status Prediction Algorithm Based on HsMM
Network Security Situation Assessment Process Based on HsMM
Situation Assessment Procedure
Discussions about Satus Dwell Time in HsMM
Experiment Results
Conclusion
References
Network Security Situation Assessment Based on Stochastic Game Model
Introduction
Offense and Defense Game Model
The Evaluation System Framework
Experiments and Discussion
Conclusion
References
Intelligent Computing in Pattern Recognition
High Precision Detection of Infrared Energy Spectrum
Introduction
The System Structure
Technical Measures
Infrared Detection Principle
Conclusion
References
Using Heart Rate Variability Parameter-Based Feature Transformation Algorithm for Driving Stress Recognition
Introduction
HRV Parameter-Based Feature Transformation Algorithm
Experimental Results
Conclusions
References
An Online Self Gain Tuning Computed Torque Controller for A Five-Bar Manipulator
Introduction
Dynamic Modeling and Computed Torque Control
Online Self Gain Tuning Using Neural Networks
Simulations and Results
Conclusion
References
Intelligent Agent and Web Applications
Towards an Efficient Discovery Services in OPC Unified Architecture
Introduction
Related Work
Design of the Proposed Discovery Services
OPC UA Discovery Service Set
Discovery Mechanism with WS-Discovery
Discovery Server Components
Discussion
Implementation Concept
Network Topology
Discovery Process
Conclusion
References
Asynchronous Modeling and Implementation of Web Services Based on JMS
A Brief Introduction of Web Services
Web Services Concepts
Web Service Architecture
Differences between Asynchronous Web Services and Synchronous Web Services
Asynchronous Web Services Modeling Based on JMS
General of JMS
Creating Asynchronous Web Services with JMS Asynchronous Messages
Example to Create Asynchronous Web Services with WebLogic
Conclusion
References
Intelligent Computing in Scheduling
An Effective Shuffled Frog Leaping Algorithm for Solving Hybrid Flow-Shop Scheduling Problem
Introduction
Problem Statement
Shuffled Frog Leaping Algorithm
The SFLA Based Algorithm for HFS Problem
Encoding and Decoding
Local Search Scheme
Meta-Lamarckian Learning Strategy
Simulation and Comparison
Conclusion
References
A Hybrid Algorithm Based on Simplex Search and Differential Evolution for Resource-Constrained Project Scheduling Problem
Introduction
Problem Statement
DE and NM Simplex Method
Differential Evolution
The Nelder-Mead Simplex Search Method
Hybrid NM-DE Algorithm for RCPSP
The Scheduling Generation Scheme
The Encoding and Decoding Schemes
The NM-DE Algorithm
Numerical Simulation and Comparisons
Conclusion
References
A Differential Evolution Algorithm for Lot-Streaming Flow Shop Scheduling Problem
Introduction
Problem Definition
The Proposed DE Algorithm
Solution Representation and Population Initialization
Generation of New Individuals
Local Search
Computational Results
Experimental Setup
Computational Results
Conclusions
References
Flexible Job Shop Scheduling Problem by Chemical-Reaction Optimization Algorithm
Introduction
Problem Formulation
Chemical-Reaction Optimization
The Basic Concept of the CRO
Elementary Reactions of CRO
The Hybrid DCRO
Experiment Results
Setting Parameters
Results Comparisons
Conclusion
References
Discrete Harmony Search Algorithm for the No Wait Flow Shop Scheduling Problem with Makespan Criterion
Introduction
The No-Wait Flow Shop Scheduling Problem
The Discrete Harmony Search Algorithm
Discretization of the Harmony
Initialization Harmony Memory
Improvising New Harmony
Local Search for Best Harmony
Procedure of DHS Algorithm
Computational Results and Comparisons
Conclusion
References
Hybrid Differential Evolution Optimization for No-Wait Flow-Shop Scheduling with Sequence-Dependent Setup Times and Release Dates
Introduction
Formulation of NFSSP with SDSTs and RDs
NFSSP with SDSTs
NFSSP with SDSTs and RDs
Brief Review of DE
HDE for NFSSP with SDSTs and RDs
Solution Representation
Speed-Up Evaluation Method
DE-Based Global Search
Problem-Dependent Local Search
HDE
Test and Comparisons
Experimental Setup
Test Results and Comparisons
Conclusions and Future Research
References
An Improved Approximation Algorithm for a Class of Batch Scheduling Problems
Introduction
Related Knowledge
Batch Scheduling
The Computational Complexity and the P and NP Problem
Approximation Algorithms
The Improved Approximation Algorithm of a Particular Class of Problem
Classical Approximation Algorithm for $? = S j j j j 1| B, r (0, r), p p | ? C$
Improved Approximation Algorithm
Feasibility Proof and Performance Analysis
Feasibility Proof of Algorithm IMFBLW
Performance Analysis
Conclusions
References
Intelligent Control and Automation
Exponential Stabilization for Takagi-Sugeno Fuzzy Systems with Time Delay via Impulsive Control
Introduction
Problem Formulation
Main Results
Numerical Example
Conclusions
References
$H_8$ Output Tracking Control for Neutral Delay System With Nonlinear Perturbations
Introduction
Problem Formulation
H8 Output Tracking Performance Analysis
H8 Output Tracking Controller Design
Conclusion
References
Chaotic Modeling of Time-Delay Memristive System
Introduction
MemristiveSystem
MainResults
Design of Time-Delay Memristive System
Chaos Attractor
Conclusions
References
Stability Analysis and Constrained Control of Positive Systems with Time-Varying Delays: A Linear Copositive Lyapunov-Krasovskii Functional Method
Introduction
Preliminaries
MainResults
Stability Analysis and Constrained Control of Delayed Systems
Extension to the Delayed Positive Systems with Polytopic Uncertainties
Illustrative Example
Conclusions
References
On Linear Co-positive Lyapunov Functions for a Special of Switched Linear Positive Systems
Introduction
Preliminaries
Second Order SPLSs
Example
Conclusions
References
Induction Motor Speed-Regulating Control System Based on Nonlinear Kernel Ridge Regression
Introduction
Nonlinear Kernel Ridge Regression
Motor Mathematical Model and Reversibility Analysis
System Testing
System Structure
The Implement and Synthesis of KRR
Testing
Conclusions
References
Parallel Robotics Control Strategy Study Based on Fuzzy-PID
Introduction
Control System Establishment
Control Algorithms and Authentication Methods to Determine
Control Algorithm to Determine
Authentication Method of the Control Algorithm
Controller Design and Simulation Analysis
Conclusion
References
Embedded Remote Controller with Two Cameras Intelligent Orientation and Bi-direction Wireless Communication
Introduction
Patents[8,9] Technology Introduction
The Application of Machine Vision Theory[1,2]
The Error Analysis
Summary
References
Applying Answer Set Programming to Points-to Analysis of Object-Oriented Language
Introduction
Preliminaries
Syntax and Semantics of ASP
Points-to Relationships between References and Objects
Control Flow Graph, Calling Graph and Data-Flow Analysis
Modeling Propagation of Points-to Information with ASP
Modeling Intra-procedure Points-to Analysis
Modeling Inter-procedure Points-to Information
An Example
Conclusion
References
Continuous Finite-Time Observer-Controller Based Speed Regulation of Permanent Magnet Synchronous Motors
Introduction
Model of PMSM
Speed Tracking Control
Finite-Time Controller of Current $i_d$
Finite-Time Tracking of Speed ?
Observer and Closed-Loop Finite-Time Stability
Simulation Results
Conclusions
References
Observer-Based Exponential Stability Analysis for Networked Control Systems with Packet Dropout
Introduction
Problem Formulation and Modeling
MainResults
Conclusions
References
Modification Algorithm on Routh-Pade Model Reduction of Interval Systems
Introduction
Main Result
Example
Conclusion
References
Author Index

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