Advancing Computing, Communication, Control and Management (eBook)

Title Page 2
Preface 5
Table of Contents 6
Study on MRF and REF to Semi-supervised Classification 9
Introduction 9
MRF with REF 10
MRF for Semi-supervised Classification 10
REF 10
MRF with REF 11
Algorithm 12
ICM 12
MCMC 12
Experiments 13
Conclusion 14
References 14
An Extension Method of Space Syntax and Application 15
Introduction 15
Extension Method of Space Syntax 16
Taking Road Width into Account 16
Extending Integration Degree 17
Extension Method of Space Syntax 17
Data Selection and Processing 17
Data Calculation 19
Results and Discussion 19
Negative Correlation between Total Depth and Logarithm of Road Width 19
Comparison of Integration Degrees before and after Improvement 20
Conclusion 20
References 21
A Feasible Registration Method for Underwater SLAM 23
Introduction 23
Current Data Association Methods 24
Problem Formulation 25
Experiment Results 27
Straight Sailing Mode 28
Local Searching Mode 29
Conclusions 30
References 30
Promoted Global Convergence Particle Swarm Optimization Algorithm 31
Introduction 31
The Basic PSO 32
Convergence Problem of PSO 32
A Promoted Global Convergence PSO 34
Performance Test 36
Inclusion 37
References 38
A Web-Based Integrated System for Construction Project Cost Prediction 39
Introduction 39
Construction Project Cost Analysis Based on FCE and RS 40
Date Deal with FCE 40
Date Based on RS 41
ANN Based on PSO 43
Web-Base Conceptual Cost Pridiction 44
Conceptual Design 44
Configuration and Simulation of Neural Network 44
Conclusions 45
References 46
Research of Corporate Credit for Anhui Province’s Listed Companies Based on Computer Technology 47
Introduction 47
The Related Theories 48
Credit and Credit Risk 48
Research Methods 48
Index Selection 49
Realization of Principal Component Analysis 49
Analysis of Corporate Credit Risk 50
References 54
Evaluation of Industrial Parks’ Industrial Transformations and Environmental Reform Actualized by AHP Based on MatLab Software 55
Introduction 55
Patterns of Industrial Transformations and Environmental Reform for Industrial Parks 56
Transformational Patterns for Industrial Parks 56
Formation of Symbiotic Effect in Industrial Parks 57
Evaluation of Industrial Transformations and Environmental Reform Actualized by AHP Based on MatLab Software 57
Conclusions 60
References 61
Appendix: MatLab Program 62
A Model Integrated Development of Embedded Software for Manufacturing Equipment Control 63
Introduction 63
Overview on MIC 64
System Architecture 65
An Example for System Development Using MIC 66
Meta-modeling 66
Modeling 67
Mapping 68
Conclusions 68
References 68
Two Stage Estimation Method in Data Processing and Simulation Analysis 70
Introduction and Motivation 70
The Mathematical Model 71
Estimation Method and Models Solution 72
Fitted Values and Hat Matrix 74
Bandwidth Selection 74
Simulation Experiment 76
Conclusion 77
References 78
Research and Implementation of a Reconfigurable Parallel Low Power E0 Algorithm 79
Introduction 79
Description of E0 Algorithm 80
Design for Low-Power Consumption 81
Reconfigurable Parallel Low Power Architecture of E0 Algorithm 82
The Implementation of Finite State Machine 83
Analysis and Comparison of Performance 84
The Realization of FPGA and ASIC 84
Conclusion 86
References 86
A Model of Car Rear-End Warning by Means of MAS and Behavior 87
Introduction 87
MCRWMB 88
Driving Behavior 88
MCRWMB Structure 89
Multi-agent Communications Based on Extended KQML 89
Bayes Decision with Driving Behavior 90
The Modal of Environment and Danger 90
Learning of Driving Behavior Based on Ensemble ANN 91
MCRWMB Algorithm 92
Simulation Experiment and Analysis 92
Conclusion 94
References 94
Novel Hue Preserving Algorithm of Color Image Enhancement 96
Introduction 96
The Algorithm Based on His Color Space 97
HIS Color Space 97
I Component Enhancement 98
S Component Enhancement 101
Result Analysis 102
Conclusions 103
References 103
Artificial Immune System Clustering Algorithm and Electricity Customer Credit Analysis 105
Introduction 105
Artificial Immune System Cluster Analysis Principles 106
Process of Artificial Immune System Cluster Analysis 107
Electricity Customer Credit Analysis Based on Artificial Immune System Cluster Algorithm 108
Conclusions 109
References 110
Virtual Space Sound Technique and Its Multimedia Education Application 111
Introduction 111
About Space Sound Technique 111
VRML Sound Effect Principles 113
Principle of AudioClip Nodes 113
Principle about Sound Node 115
Virtual Sound Application 117
References 118
Survey on Association Rules Mining Algorithms 119
Introduction 119
Basic Principles of Association Rules 119
The Research Direction of Association Rules 120
Improving the Algorithm to Increase Mining Efficiency 120
Proposing New Algorithm to Extend the Notion of Association Rules 121
The Integration of Association Rules and Classification 122
The Research on Parameter Such as Support and Confidence 123
Future Works 123
Summarize 124
References 124
Application of Rough Set Theory and Fuzzy LS-SVM in Building Cooling Load 127
Introduction 127
Basic Principle of RST and Fuzzy LS-SVM 128
Basic Concept of Rough Set Theory 128
Fuzzy Least Square Support Vector Machine 129
Data Preparation Based on RST and Fuzzy LS-SVM Model 132
Fuzzy LS-SVM Predictor Design 132
Experiment Result 133
Conclusion 134
References 134
An Efficient Feature Selection Algorithm Based on Hybrid Clonal Selection Genetic Strategy for Text Categorization 135
Introduction 135
Related Works 136
HCSGA Algorithm 137
Experiments 139
Conclusions 141
References 141
Power Demand Forecasting Based on BP Neural Network Optimized by Clone Selection Particle Swarm 143
Introduction 143
Power Demand Modeling 144
Variable Data Selection and Pretreatment 144
Determine BP Neural Network Structure 144
Learning Process of Neural Network Model Based on Clone Selection Particle Swarm Algorithm (CSPSO-BP) 145
Power Demand Forecast 147
Conclusions 148
References 148
Research on Simplifying the Motion Equations and Coefficients Identification for Submarine Training Simulator Based on Sensitivity Index 150
Introduction 150
Submarine Space Motion Equation 151
Typical Steering Test 152
The Sensitivity Index 152
The Sensitivity Calculation of Hydrodynamic Coefficients 153
Parts of Hydrodynamic Coefficients Results 153
Analyses of Results 154
Particle Swarm Optimization (pso) 154
Conclusion 156
References 156
Evaluating Quality of Networked Education via Learning Action Analysis 158
Introduction 158
Quality Evaluation Criteria 159
Relevance 159
Interpretation 160
Quality Evaluation with Learning Action Analysis 161
Reflection Evaluation 162
Tutor Support Evaluation 162
Case Study and Discussion 163
Conclusion and Future Work 164
References 164
Research on Face Recognition Technology Based on Average Gray Scale 166
Introduction 166
Image Pre-processing 167
Feature Vector 167
Face Feature Vector 167
Feature Vector 168
Feature Extraction Algorithm Analysis 171
The Feature Extraction Algorithm 171
Complexity Analysis 171
Experiment and Results 171
Conclusion 172
References 173
The Active Leveled Interest Management in Distributed Virtual Environment 174
Introduction 174
AIMNET 174
Leveled Interest Management 176
Active Leveled Interest Management 177
Conclusion 181
References 181
The Research of the Intelligent Fault Diagnosis Optimized by ACA for Marine Diesel Engine 182
Introduction 182
The Structure of Fuzzy Neural Network 183
The Optimization and Study Algorithm of FNN Parameters 185
The Simulation Results of Intelligent Fault Diagnosis System 186
Conclusions 188
References 189
Extraction and Parameterization of Eye Contour from Monkey Face in Monocular Image 190
Introduction 190
Face Segmentation 191
Face Normalization 193
Eye Contour Extraction 194
Eye Contour Parameterization 194
Conclusion 196
References 197
KPCA and LS-SVM Prediction Model for Hydrogen Gas Concentration 198
Introduction 198
Kernel Principal Component Analysis (KPCA) 199
LS-SVM Forecasting Model 201
KCPA-LSSVM Based Hydrogen Gas Concentration Forecasting 203
Conclusions 204
References 205
Random Number Generator Based on Hopfield Neural Network and SHA-2 (512) 206
Introduction 206
Architecture of Random Number Generator Based on Hopfield Neural Network 207
Hopfield Neural Network 208
SHA-2 Hash Function 210
Experimental Results and Conclusion 211
References 212
A Hybrid Inspection Method for Surface Defect Classification 214
Introduction 214
Rough Set for Feature Selection of Wood Veneer Defect 215
Basic Concepts 215
A Rough Sets Feature Selection Method 216
A Neural Network with Fuzzy Input for Inspection 217
Fuzzifier 217
A Neural Network Algorithm with Fuzzy Input 218
A Classifier Using Rough Sets Based Neural Network with Fuzzy Input 218
Classifier Optimization 220
Experiments 220
Conclusions 221
References 221
Study on Row Scan Line Based Edge Tracing Technology for Vehicle Recognition System 222
Introduction 222
Pre-processing for Recognition 223
Binarization Processing 223
Edge-Based Segmentation 223
Edge Detection and Thinning 224
Edge Tracing Algorithm 224
Edge Tracing 224
Principle of Neighbor of Tracing Algorithm 225
Implement of the Algorithm 225
Performance Analysis 226
Computer Simulation and Results 227
Image Data 227
Experiments 228
Results 228
Conclusion and Future Work 228
References 229
Study on Modeling and Simulation of Container Terminal Logistics System 230
Introduction 230
Logistics System Modeling Technology 231
Oversea Review 231
Review in China 232
Models 232
Primary Coverage and Key Problem 233
Verification Validation and Accreditation 234
Review 234
Primary Coverage and Key Problem 234
Screening Test and Robsut Design 235
Screening Review 235
Robust Review 235
Primary Coverage and Key Problem about Screen 236
Primary Coverage and Key Problem about Robust 236
Conclusion 237
References 237
Digitalized Contour Line Scanning for Laser Rapid Prototyping 239
Introduction 239
Principle Comparing of SLS, SL and LOM 240
Digitalized Contour Line Scanning 243
Case Study 244
Conclusion 245
References 246
3D Surface Texture Synthesis Using Wavelet Coefficient Fitting 247
Introduction 247
Novel Texture Synthesis Using Wavelet Coefficient Fitting 249
Wavelet Transform 249
Novel Texture Synthesis Using Wavelet Coefficient Fitting 249
Rendering and Relighting the 3D Synthesis Surface Texture 251
Mathematical Framework of the Gradient Method 251
Linear Combination of Three Synthesized Images from “a”, “b” and “c” Image 251
Experimental Results 251
Conclusion 253
References 253
Building Service Oriented Sharing Platform for Emergency Management – An Earthquake Damage Assessment Example 255
Introduction 255
Emergency Management 256
Architecture of Prototype 256
Basic Components 257
Indicator Management 258
Navigation into IQ Data 258
Component Design 260
Quality Service 260
Statistics Service 260
Catalog Service 261
Earthquake Client Application 262
Conclusion 262
References 262
An Interactive Intelligent Analysis System in Criminal Investigation 264
Introduction 264
Related Works 265
Knowledge Mapping Inversion Principle 265
Intuition Learning System 266
Interactive Intelligent Analysis Systems 267
Establishment of Cooperative Relational Database 268
Establishment of Intuitionistic Fuzzy Learning System 268
An Examples 269
Conclusion and Future Work 270
References 271
Research on Functional Modules of Gene Regulatory Network 272
Introduction 272
Discussion on Functional Modules of Gene Regulatory Network 273
Probability Boolean Network 274
Functional Modules of PBN 276
Example 277
Conclusion 278
References 278
Block-Based Normalized-Cut Algorithm for Image Segmentation 280
Introduction 280
Block-Based Normalized Cut 281
Experimental Results 283
Experimental Design 283
Parameter Selection 284
Conclusions and Future Work 285
References 286
Semantics Web Service Characteristic Composition Approach Based on Particle Swarm Optimization 287
Introduction 287
Semantics Web Service Characteristic Composition Approach 288
Semantics Web Service Characteristic Composition Optimization 291
Experiment Result 293
Conclusion 294
References 294
Author Index 296