Artificial Intelligence and Computational Intelligence

Name: Artificial Intelligence and Computational Intelligence | Second International Conference, AICIS 2011, Taiyuan, China, September 24-25, 2011, Proceedings, Part I
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Second International Conference, AICIS 2011, Taiyuan, China, September 24-25, 2011, Proceedings, Part I

Hepu Deng Duoqian Miao Jingsheng Lei Fu Lee Wang(Editor)

Springer (Publisher)

Published on 25. September 2011

XXXIII, 686 pages

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Content

Title
Preface
Organization
Table of Contents
Applications of Artificial Intelligence
QP Based Framework for Development and Formal Verification of Flight Control Software of UAV
Introduction
Presentations of QP
Model the Flying Control System
Top Model
The PC Main Control Model
Formalized on the State Chart by OCL
Verification and Validation
Convert UML by XMI Specification
Authentication by Inference Machine
Conclusion
References
A Matching Method between Music Scores and Performance Data in a Realtime Person-Computer Ensemble System
Introduction
A Realtime Person-Computer Ensemble System
Formal Specification
A Matching Method Dealt with Mistouches in a Realtime Performance
Matching Windows
Mistouches
A Matching Strategy Dealt with Mistouches
Experimental Result
Related Works
Conclusion
References
Ship Water Fire-Fighting System Survivability Simulation Based on Intelligent Reconfiguration Arithmetic
Introduction
Survivability Simulation Process
Graph Model of Water Fire-Fighting System
Graph Theory
Graph Model of Water Fire-Fighting System
Intelligent Reconfiguration Arithmetic
Intelligent Separation Arithmetic
Intelligent Reconfiguration Arithmetic
Simulation
Conclusions
References
Maximum Likelihood Estimation of Double Alternative Step-Stress Accelerated Life Test for Electronics
Introduction
Assumption and Description
MLE of ß$_0$ ,ß$_1$,ß$_2$
MLE
Interval Estimation of Life Expectancy 0? in Operating Stress Combination
Fisher Information Matrix [7]
Interval Estimation of Life Expectancy ?$_0$
Simulation Studies
Conclusion
References
Prediction of Grain Yield Using SIGA-BP Neural Network
Introduction
BP Neural Network Optimized by SIGA
Introduction of SIGA
Optimization Process and Steps of BP Neural Network by SIGA
Experimental Result Analysis
Grain Data Normalized and Anti-normalized
Establish SIGA-BP Grain Yield Prediction Model
Experimental Results Contrast
Conclusion
References
Identification of Friction Parameters Based on Genetic Algorithm in Servo Control System
Introduction
Tustin Friction Model
Genetic Algorithm
Algorithm Verification
Parameter Identification
Conclusion
References
Modeling of Water Dynamics on Soil in Water Storage Pit Irrigation
Introduction
Model Description
The Unsaturated Water Flow
Initial Conditions and Boundary Conditions
Numerical Solutions by Finite Volume Method
Selection of Time Step
The Space and Time Discretization
Material and Methods
Material and Methods
Statistical Evaluation of Simulated Results
Model Verification and Discussion
Wetting Front
Water Content in Soil
Conclusion
References
Maneuvering Target Tracking Based on Swarm Intelligent Unscented Particle Filtering
Introduction
The Unscented Particle Filtering
The Unscented Kalman Filtering
Unscented Particle Filtering Algorithm
Unscented Particle Filtering Optimized by the Artificial Fish Swarm Algorithm
Artificial Fish Swarm Algorithm
Unscented Particle Filtering Optimized by the Artificial Fish Swarm Algorithm
Simulation and Results
Simulation Model for Maneuvering Target Tracking
Simulation Results
Conclusion
References
The Bounded Rationality Model-Based Game Intelligent Decision-Making Method
Introduction
Related Work
The Design of Decision-Making Model
Bounded Rationality Model
Bounded Rationality
Satisfactory Criterion
Realization and Application
Conclusion
References
Fault Diagnosis of Turbine Unit Equipment Based on Data Fusion and RBF Neural Network
Introduction
Frame of Algorithm
Stimulation
Symptom Set and Fault Set
Diagnosis Based on RBF NN
Diagnosis Based on Data Fusion
Discussion
Conclusions
References
Design of Taxi Vehicle Monitoring System Based on GPS/GPRS
Introduction
System Function Module
Core Control Module
GPS Satellite Positioning Module
GPRS Wireless Transmission Module
Display Module
Memory Module
Power Source Module
System Project Design
System Software Design
Conclusions
References
Initial-Boundary Value Existing Problem in Nonlinear Elastic Beam Equations
Introduction
Definition and Lemma
The Existence of Weak Solution
The Existence of Approximate Solution u$_m$(t)
Prior Estimate of Approximate Solution
The Convergence of u$_m$(t)
References
Modeling for Heat-Exchangers of Heat-Setting Machine
Introduction
Energy Modeling for Heat-Setting Machine
Modeling Analyses
Conclusion
References
Applications of Computational Intelligence
Models and Algorithm of Maximum Flow Problem in Uncertain Network
Introduction
Preliminaries
The Model of Maximum Flow Problem
Algorithm for Solving Maximum Flow Problem
Example
Conclusion
References
A Tracking Method of Formation Satellites Cluster for Single-Beam and Multi-target TT&C Equipments
Introduction
SBMT TT&C Equipment
Determination of Main Target
Auto-Tracking Mode
Determinate Main Target
Digital-Leading Mode
Simulations
Conclusion
References
Synchronization of the Fractional Order Finance Systems with Activation Feedback Control
Introduction
Fractional Differential and Fractional-Order System's Synchronization Theory
Introduction to Fractional Calculus and Numerical Method
Fractional-Order System's Asymptotic Stability Theory
Fractional-Order System's Synchronization Theory [13]
Fractional-Order Finance Model and Activation Feedback Control
Numerical Simulation
Conclusions
References
Differential Evolution Algorithm with Fine Evaluation Strategy for Multi-dimensional Function Optimization Problems
Introduction
Differential Evolution Algorithm
Standard Differential Evolution
Self-Adapting Control Parameters in Differential Evolution
DE Algorithm Framework with Fine Evaluation Strategy
Interference Phenomena
DE Algorithm Framework with Fince Evaluation Strategy
Simulation Results
Experimental Approach
Experiment Results
Conclusion
References
Test Case Automatic Generation Research Based on AADL Behavior Annex
Introduction
AADL Behavior Annex
Background and Related Work
Test Case Generation
Test Sequence Generation
Test Data Generation
Test Data Generation Experiment
Conclusion
References
Distributed Train-Group Modeling and Simulation Based on Cellular Automaton and Multi-agent
Introduction
Related Work and Analysis of Models
Train-group Modeling Based on Multi-agent and Cellular Automaton
Train-Group Simulation Model
Underlying Infrastructure of Hybrid Model
Upper Structure of Hybrid Model
The Train-Group Simulation Based on Hybrid Model
Conclusion
References
Analyzing of Mean-Shift Algorithm in Gray Target Tracking Technology
Introduction
Mean-Shift Algorithm
Extended Target Tracking Technology
Target Model
Based on Local Difference Grey Target Tracking Improved Algorithm
Similarity Measurement
Mean-Shift
Application of the Mean-Shift Extended Target Tracking
Example of the Color Target
Real Tracking Example of the Grey Level Target
Based on the Local Difference Mean Shift Algorithm Gray Target Tracking
Conclusion
References
Emergency Logistics Routing Optimization Algorithm Based on FSACO
Introduction
Model of Emergency Logistics Routing Optimization Type Style and Fonts
Modeling of the Basic Ideas
Modeling
Emergency Logistics Routing Optimization Algorithm
Ant Colony Optimization
Construction of Crowding Factor
Solved the Model by Fish-Swarm Ant Colony Algorithm
Computer Simulation
Conclusion
References
Efficient Solutions for a Problem in Currency Systems
Introduction
Backtracking Algorithm
A Simple Backtracking Algorithm
Backtrack Pruning
Recursive Constructing Algorithm
Maximal Elements
Conclusions
References
Improved Gaussian Mixture Model for Moving Object Detection
Introduction
Adaptive Gaussian Mixture Model
Construction of Gaussian Mixture Model
Parameters Update
Background Estimation
Our Method
Outline of the Method
Foreground and Background Pixel Estimation
Background Updating Method
Experiment Results and Conclusion
References
A Clustering Algorithm of Wireless Sensor Networks Based on PSO
Introduction
Question Description
PSO Algorithm Summary
Description of PSO-Based Clustering Algorithm
Initializing
Getting the Information of Location and Energy
Determining the Cluster Head Based PSO
Simulation Experiment
Energy Model and Network Environment Parameter Setting
Simulation Results and Analysis
Conclusion
References
Simulation Analysis of Heat Transfer of Power Battery
Basic Radiation form of Battery and Simulation Model
Numerical Simulation of Heat Dissipation with Fin Under Natural Convection
Numerical Simulation of Heat Dissipation with Fin under Forced Convection
Comparison of Temperature Rising under Three Conditions
Conclusions
References
Adaptive Combination of Subband Adaptive Filters with Selective Partial Updates
Introduction
NSAF and CNSAF
NSAF
CNSAF
Proposed SPU-CNSAF
Simulation Results
Conclusion
References
Application of Shortest Path Search Algorithm in Disaster Decision Support System
Introduction
Dijkstra Algorithm and Improvement
Dijkstra Algorithm
Improvement of Dijkstra Algorithm
Case Study
Simulation
Conclusion
References
Opposition-Based Learning Estimation of Distribution Algorithm with Gaussian Copulas and Its Application to Placement of RFID Readers
Introduction
Gaussian Copula
Opposition-Based Learning
An Estimation of Distribution Algorithm Using Opposition-Based Learning and Gaussian copulas
Placement of Readers in RFID Network
Results from Simulations
Conclusions
References
Memristive Multilevel Memory with Applications in Audio Signal Storage
Introduction
HP Memristor Model and Characteristics Analysis
Memristive Multilevel Memory and Audio Signal Storage
Computer Simulations and Analysis
Conclusions and Discussions
References
A Heuristic Test Data Generation Approach for Program Fault Localization
Introduction
Related Work
An Overview of the Method
Test Data Generation
Clustering the Execution Vectors
Applying a Genetic Algorithm to Generate Similar Paths
Experimental Results
Concluding Remarks
References
Weak Economic Emergency Medical Devices Routing Optimization Based on Uniform Mutation Ant Colony Algorithm
Introduction
Model of Weak Economic Emergency Logistic Routing
Emergency Logistics Routing Optimization Algorithm
Computer Simulation
Conclusion
References
Statistical Debugging Using a Hierarchical Model of Correlated Predicates
Introduction
The Method Overview
The Preprocessing Phase
Building the Nested Structure of Correlated Predicates
Fitting Predicates to Lasso Model
Ranking Predicates
Experimental Results
Concluding Remarks and Future Work
References
Analysis of Permanent-Magnet Synchronous Motor Chaos System
Introduction
The System Model and Numerical Investigations
Chaotic Indicators
Lyapunov Exponents
Fast Lyapunov Indicator
Small Alignment Index
Various Orbits with a Transition to Chaos on the Parameter
The Fractional Order PMSM System
Conclusion
References
A Pulse Design Method Based on Cognitive UWB
Introduction
Transmit Spectrum and Pulse Shaper
Orthogonal Hermite Pulse
A Simple Cognitive UWB System Model
Computer Simulation
Conclusion
References
SysML Aided Safety Analysis for Safety-Critical Systems
Introduction
From Diagrams of SysML to FMEA or FTA
Case Study
Description of the System
SysML for the System
Conclusion and Future Works
References
Research on Low Delay 11.2kbps Speech Coding Algorithm
Introduction
Outline of Encoders
The Structure of Self-Adaptive Codebook
The Structure of Algebra Codebook
The Implementation of Encoder and the Evaluation of Performance
Conclusion
References
Further Remarks on (a?, ?')-Continuity in Generalized Topological Spaces
Introduction
Preliminaries
(a?, ?')-Continuous Function
Properties of (a?, ?')-Continuous Image
References
The Selection of the Step-Size Factor in the Variable Step-Size CMA
Introduction
Variable Step-Size CMA
The Selection of the Step-Size Factor
Conclusion
References
Automated Problem Solving
Towards Autonomic Computing: A New Self-Management Method
Introduction
Automatic Computing
The Characteristics of Autonomic Computing
Autonomic Elements
The Working Mechanism of Autonomic Computing
The Life Cycle of Autonomic Elements
The Autonomic Computing System
The Architecture of the Autonomic Computing System
The Realization Method of the Autonomic Computing System
Conclusions and Future Works
References
Automatic Image Tagging Based on Regions of Interest
Introduction
Related Work
Degree of Interest and Visual Weights
Calculate the Degree of Interest for Each Region
Calculate the Visual Weight for Each Region
Automatic Image Tagging
Low-Level Feature Extracting and Similarity Calculation
Calculate the Prior Probability
Calculate the Posterior Probability
Experiment and Discuss
Conclusions and Future Work
References
Biomedical Informatics and Computation
A Multigroup Parallel Genetic Algorithm for Multiple Sequence Alignment
Introduction
Problem Description
Multiple Sequence Alignment
Objective Function
A Multiple Parallel Genetic Algorithm for Multiple Sequence Alignment
Coding Method
Genetic Operators
Algorithm Description
The Experimental Results
Conclusion
References
Research on the Protein Secondary Prediction Using a Symmetric Binding Form of Organization
Introduction
Symmetric Binding Forms of Organzation
Reverse
Statistical Information
Experiment and Discussion
Conclusion
References
Brain Models/Cognitive Science
Exploring Brain Activation Patterns during Heuristic Problem Solving Using Clustering Approach
Introduction
Analysis Clustering Method and Materials
Analysis Clustering Method
Sudoku Task Experiment
Results
Results with Synthetic Data Set
Results with Human Data Set
Discussions and Conclusions
References
Auditory Feature Binding and Its Hierarchical Computational Model
Introduction
Analysis about Physiological Mechanism of Auditory Feature Binding
Cognitive Model of Auditory Feature Binding
Hierarchical Computational Model for AFB
Conclusion
References
Data Mining and Knowledge Discovering
Hierarchical K-Means Clustering Algorithm Based on Silhouette and Entropy
Introduction
Basic Concepts and Definitions
Hierarchical K-Means Clustering Algorithm Based on Silhouette and Entropy
Find-K Algorithm
Outlier-C Algorithm
HKSE Algorithm
Experimental Results
The Efficiency Analysis
The Accuracy Analysis
Conclusions
References
Simultaneous Multicomponent Spectrophotometric Kinetic Determination by a Hybrid Intelligent Computing Method
Introduction
Theory
Direct Orthogonal Signal Correction
WPT Denoising
DOSC-WPT-PLS
Experiment
Results and Discussion
Wavelet Packet Transform Based Denoising
DOSC-WPT-PLS
A Comparison of DOSC-WPT-PLS, WPT-PLS and PLS Methods
Conclusion
References
A Classification Rule Acquisition Algorithm Based on Constrained Concept Lattice
Introduction
General Concept Lattice and Constrained Concept Lattice
Classification Rule Extraction
CRACCL Algorithm and Analysis
Experimental Analysis
Conclusions
References
An Efficient Continuous Attributes Handling Method for Mining Concept-Drifting Data Streams Based on Skip List
Introduction
Related Work
Concept Drift
Skip List Structure
CVFDT
SL_CVFDT Algorithm
Skip List Structure
Attribute Value Inserting Process
Deletion Process of Skip List While Example Outflows the Sliding Window
Experimental Results
Algorithm Efficiency for Handling Continuous Attributes
The Impact of Noise Data on the Algorithm
The Impact of Continuous Attribute Number on Algorithm
Conclusion
References
The Decision Tree Application in Agricultural Development
Introduction
Concept of the Decision Tree
Algorithm ID3
The Concept of ID3[3]-[7]
ID3 Algorithm Concrete Operation Process Description
The ID3 Algorithm in Application and the Conclusion
Data Pretreatment
Data Mining Processing
Results and Analysis
Conclusion
References
A Survey of Outlier Detection Methodologies and Their Applications
Introduction
Some Common Outlier Detection Methodologies
Statistical Based Outlier Detection
Distance Based Outlier Detection
Density Based Outlier Detection
Sampled Peculiarity Factor(SPF) and SPF-Outlier Algorithm
Sampled Peculiarity Factor(SPF)
SPF-Outlier Detection Algorithm
Experiment
Conclusion
References
Discovering Association Rules Change from Large Databases
Introduction
Constructing Multi-Hash Chain
Hash Function
The Hash Chain Structure
The Algorithm of Constructing Multi-Hash Chain
Mining Association Rules Change
Performance Study for Mining Frequent Pattern and Association Rules Based on Multi-hash Chain Structure
Application Study
Conclusion
References
Discovery of Direct and Indirect Sequential Patterns with Multiple Minimum Supports in Large Transaction Databases
Introduction
Problem Definition
Sequential Patterns
Indirect Sequential Patterns
Multiple Minimum Supports
Discovery Algorithm for Mining DIRECT and INDIRECT Sequential Patterns with Multiple Minimum Supports
Experiment
Conclusion and Future Work
References
Application of Data Mining in Relationship between Water Quantity and Water Quality
Introduction
Correlation Theory
Relationship between Water Quantity and Water Quality
Data Preparation
Association Rules Mining
Mean Test
Efficiency of Diverting Water from ChangShu Sub to Taihu
Mining Association Rules between the Efficiency of Diverting Water to Taihu and Water Quality of Inflow
Mean Tests on the Efficiency
Conclusion
References
Multi-relational Data Semi-supervised K-Means Clustering Algorithm
Introduction
Definitions of Multi-relational Data Semi-supervised Clustering
Related Definitions
Instances of Multi-relational Data Set
Multi-relational Data Semi-supervised Clustering Algorithm
K-Means Clustering Algorithm
MMK-Means Algorithm
Experimental Results and Analysis
Conclusions
References
A Clustering-Ensemble Approach Based on Voting
Introduction
Cluster Ensemble
Relabel Algorithm
Basic Matching Method
Information Distortion Problem and Improvement
Algorithm Description of Relabel
Experimental Analysis
Conclusion and Future Work
References
Spatio-temporal Outlier Detection Based on Context: A Summary of Results
Introduction
Related Work
Statement and Algorithm Modeling
Spatio-temporal Contextual Outlier Detection
Analysis for Model
Mining STCODs
Experimental Evaluation
Conclusion
References
Mining Interesting Infrequent and Frequent Itemsets Based on Minimum Correlation Strength
Introduction
MCS Pruning Method
Review of the IMLMS Model
MCS Pruning Method
Experiments
Conclusions
References
An Improved Sequential Clustering Algorithm
Introduction
Definitions and Properties Related
Flow of Algorithm
Experiment Result
Conclusion
References
An Effective Feature Selection Method Using Dynamic Information Criterion
Introduction
Information Entropy
An Effective Feature Selection Method
Performance Evaluation
Conclusions
References
Distributed AI and Agents
Service Cooperation-Based Trusted and Autonomic Virtual Organizations
Introduction
Three-Level Virtual Society for TAVOs to Live
Model IGTASC and Its Supporting Technologies
Domain E-Institution
Policy-Driven Self-Management
Community Facilitation Management
Two-Stage Development of TAVOs
Conclusions
References
TD-Trust: A Time Domain Based P2P Trust Model
Introduction
Related Works
Trust Model Based on Time Domain
The Time-Decay Factor in Time Domain
Direct Trust in TD-Trust Model
Recommendation Trust in TD-Trust Model
Global Trust in TD-Trust Model
Oscillation and Malice Continuity from Peer
Implementation Strategies
Simulations and Results
Success Transaction Rate
Collusions
Oscillation Monitoring
Conclusions
References
Evolutionary Programming
Research on Pressure Loss for the Reverse-Flow Extended-Tube Muffler
Introduction
Basic Theory of Fluid Dynamics for Muffler
Model and Boundary Conditions
Physical Model
Boundary Condition Settings
Verify the Accuracy of Calculation
Analysis on Computation Results
Reverse-Flow Extended-Tube Muffler Various Parameters on the Impact of Pressure Loss
Prediction and Verification of Critical Distance
Engineering Application Example
Conclusion
References
Lateral Jet Interaction Model Identification Based on Genetic Programming
Introduction
Model Identification
Genetic Programming
Model Representation in GP
Genetic Operators
Fitness Function
Evolve Procedure
Identification Result
Conclusion
References
Expert and Decision Support Systems
Three-Dimensional Localization Algorithm Based on LIE
Introduction
LIE-3D Localization Algorithm
Two Dimensional LIE Algorithm and Performance Analysis
LIE-3D Localization Algorithm
The Simulation Experiment and Performance Evaluation
Experimental Parameters
Simulation Results
Conclusion
References
The Least Deviation Priority Method for Intuitionistic Fuzzy Complementary Judgment Matrix and Its Application
Introduction
Preliminaries
Fundamental Definitions and Theorems
Decision Method
The Analytic Hierarchy Process under Fuzzy Environment
Case Study
Conclusion
References
Multicriteria Group Decision Making in a Linguistic Environment
Introduction
Preliminaries: Interval Numbers and Choquet Integral
A Linguistic Choquet Integral Operator
A Multicriteria Group Decision Making Method
An Example
Conclusion
References
Expert System Applied to High-Speed Railway Track Circuit Coding and Its Simulation
Introduction
Track Circuit Frequency
Track Circuit Coding Expert System
Overall System Structure
Building of the Knowledge Base
Simulation and Testing
Simulation
The Testing Result and Analysis
Summary
References
Joint Advertising and Ordering Strategies for Perishable Product under General Demand
Introduction
The Model and Its Properties
The Model
Solution Properties
Conclusions
References
Fuzzy Computation
Fuzzy Set with Three Kinds of Negations and Its Applications in Fuzzy Decision Making
Introduction
FSCOM: Fuzzy Set with Three Kinds of Negations
Application of FSCOM in Fuzzy Decision Making
An Example
Representation on Fuzzy Set in Example and DR
Membership Functions of Fuzzy Sets in Example and DR
Establishment and Meaning of ? on Fuzzy Sets
Decision Making in Financial Investment Based on Example
References
Fuzzy Degree and Similarity Measure of Fuzzy Set with Three Kinds of Negations
Introduction
Basic Concept of FSCOM
Fuzzy Degree of FSCOM
Similarity Measure of FSCOM
Similarity Measure Based on Distance
Some Similarity Measures Based on Distance
Similarity Measure Based on Inner Product and External Product
Application
Analyse the Example by Fuzzy Set FSCOM
Symbol Description and Establish Membership Functions
Compute the Degree of Membership and Value of ?
Conclusions
References
No Reference Image Quality Assessment Using Fuzzy Relational Classifier
Introduction
Fuzzy Relational Classification
Feature Selection
Procedure
Results
Conclusions
References
Solving the Minimal Solutions of Max-Product Relation Equation by Graph Method and Branch Method
Introduction
Some Definitions and Previous Results
Properties of Minimal Solutions
Graph Method and Branch Method
Example
References
On the Notion of IF-Shadows
Introduction
IF-Bags and Fuzzy Shadows, an Overview
IF-Shadows
Conclusions
References
Fuzzy Logic and Soft Computing
Evaluation on System Risk of Capsule Object Piped Hydraulic Transportation Based on Fuzzy Analytic Hierarchy Process
Introduction
Brief Introduction about the System of Capsule Object Hydraulic Transportation Pipeline
Pipe System
Capsule Object
Establishment of Fuzzy Analytic Hierarchy Process Model
Fuzzy Analytic Hierarchy Process [2]
Several Key Factors of Fuzzy Analytic Hierarchy Process
Analysis about Risk of Capsule Object Hydraulic Transportation Pipeline Based on Fuzzy Analytic Hierarchy Process
Construction of Hierarchical Structure of the Factors of Risk Evaluation Factors
Construction of Estimation Matrix
Level Sorting as Well as Calculation of Compatibility and Consistency
Total Order of Factor Layer to Target Layer [4]
Conclusion
References
Design and Implementation of a Modified 1.5v High Speed Fuzzy Controller in Switched-Cap Technique
Introduction
Fuzzy Controller
System Description
Architecture Description
Block Implementation
Membership Function Block
Minimum Block
Analogue Multiplexer
Adder and W-Adder
Divider
Example of Implementation
Conclusion
References
Multi-objective Particle Swarm Optimization Algorithm Based on the Disturbance Operation
Introduction
Multi-objective Optimization Problems and Relevant Concepts
Particle Swarm Optimization
Multi-objective Particle Swarm Optimization Algorithm Based on the Disturbance Operation
Choose pbest and gbest
Disturbance Operation
The Specific Steps of MPSOD Algorithms
Experimental Results
Performance Metrics
Test Function
Experimental Results and Analysis
Conclusion
References
The Predicate Formal System Based on 1-Level Universal AND Operator
Introduction
Predicate Formal System ?UL$_h ?(0,1]^ - $
Completeness of ?UL$_h ?(0,1]^ - $
Conclusion
References
Some Extensions of the Logic psUL
Introduction
Preliminaries
Main Results
Conclusion
References
Fuzzy Soft Matrices and Their Applications
Introduction
Fuzzy Soft Matrices
T-Products of Fuzzy Soft Matrices and Their Applications
Conclusion
References
Global Solution for the Nonlinear Beam Equation
Introduction
Assumptions and Main Results
Existence and Uniqueness
References
Genetic Algorithms
A Multi-population Parallel Estimation of Distribution Algorithms Based on Clayton and Gumbel Copulas
Introduction
A Brief Introduction of Parallel Genetic Algorithms
Contribution
Multi-population Parallel Copula EDA
Clayton Copula Model Sampling
Gumbel Copula Model Sampling
Experiments
Experimental Design
Results Analysis
Conclusions
References
Improving Search Ability of Genetic Learning Process for High-Dimensional Fuzzy Classification Problems
Introduction
Background
Fuzzy Rule-Based Classification Systems
Genetic Machine Learning Approaches
Hybrid Genetic Learning Approach with Fitness Sharing
Fuzzy Partitions and Coding of Fuzzy Rules
Fitness Sharing and Hybrid Genetic Learning Approach
Experimental Results
Conclusion
References
Studies on Source Rebuild Method with a Genetic Algorithm
Introduction
The Problem Analyze and GA Apply
The Problem Analyze
Application of Genetic Algorithm in Source Rebuild Program
Model Demonstration
Tests Condition
Estimate Results
References
An Interactive Genetic Algorithm Based on Improved Sharing Mechanism for Automobile Modeling Design
Introduction
Interactive Genetic Algorithm Based on Improved Sharing Mechanism
Niche Technology Based on Improved Sharing Mechanism
Interactive Genetic Algorithm Based on Improved Sharing Mechanism
Validity Analysis
Simulation and Analysis
Conclusion
References
CA Model of Optimization Allocation for Land Use Spatial Structure Based on Genetic Algorithm
Introduction
Key Question of Improved Genetic Algorithm
Infeasible Degree and It's Application
Comparatively Selection Operator and Improved Elitist Preservation
Comparatively Selection Operator
Improved Elitist Preservation Strategy
Experiment
References
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Artificial Intelligence and Computational Intelligence

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