Emerging Research in Artificial Intelligence and ComputationaI Intelligence

Name: Emerging Research in Artificial Intelligence and ComputationaI Intelligence | International Conference, AICI 2011, Taiyuan, China, September 23-25, 2011. Proceedings
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International Conference, AICI 2011, Taiyuan, China, September 23-25, 2011. Proceedings

Hepu Deng Duoqian Miao Fu Lee Wang Jingsheng Lei(Herausgeber*in)

Springer (Verlag)

Erschienen am 29. September 2011

XVIII, 609 Seiten

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Inhalt

Title
Preface
Organization
Table of Contents
Applications of Artificial Intelligence
Optimization Model of Rotation Irrigation Channel Distribution with GA and FS
Introduction
Setting the Mathematical Model for Water Distribution
The Qualification of Model
Structure to Genetic Algorithm for Distributing Water
The Realization of Genetic Algorithms for Distributing Water
Coding
Decoding
Fitness Function
Design Gene Operator
Termination Conditions
Experiments Results
Conclusion
References
Search Engine Based Maintainability Evaluation Measure of Web Site
Introduction
Design of the Evaluation Measure
Implement of the Evaluation Measure
Test the Variance of Web Sit
Calculate the Content Volume and Interval of Information Update
Synthesized the Two Values Together into a Normalization Value
Evaluation Experiments and Results
Results for Goal 1: Maintainability
Results for Goal 2: Performance
Conclusion and Future Work
Background and Related Work
References
Research on Modeling Plant Growth in Greenhouse Based on Virtual Plant Technology
Introduction
Materials and Experiments
Virtual Plant Technology
Growth Model Construction
Description Model of Plant Growth
Data Processing
Modeling Virtual Plant
Simulation and Analysis
Conclusions
References
Credit Assessment with Random Forests
Introduction
Random Forests
Experimental Evaluation
Experimental Datasets
Performance Measures
Results and Discussion
Conclusion
References
A Study of Dynamic Decoupling Fuzzy Control Systems by Means of Generalized Inverse Matrix
Introduction
Preliminaries
Applying Generalized Inverse of Matrix to Realize Decoupling Fuzzy Control over the System
References
Applications of Computational Intelligence
Fractal Traffic Analysis and Applications in Industrial Control Ethernet Network
Introduction
Basic Fractal Traffic Theory
RPG Model Architecture
RPG Model Model Attributes
Experiments
Conclusions
References
Routing on a Spherical Surface Using Hybrid PSO
Introduction
Description of the TSP on a Sphere
Representation of a Point on a Spherical Surface
Calculation of Shortest Distances Matrix
Proposed Method
Particle Swarm Optimization (PSO) Algorithm
Velocities and Positions Updating by Path Relinking
Expanding Neighborhood Search (ENS)
Discrete PSO for Solving SphereTSP
Computational Experiments
Conclusions
References
An Algorithm of Program Comprehension and Visual Representation for Object-Oriented Program
Introduction
Regular Expression and Lexical Analysis
Syntax Analysis and Semantic Analysis
Information Description
Experimental Result of the Algorithm
References
The Application of Simulated Algorithm Based on .NET in NP
Introduction
Principle of SA Algorithm
Background of SA Algorithm
Metropolis Criterion
NP Decision
TSP Corresponding Decision Problem
Principle of SA Algorithm
SA Algorithm Procedure Analysis
TSP Annealing Model
Setting of Key Parameters and Operations
Example and Analysis
Conclusion
References
Coevolutionary Optimization Algorithm: With Ecological Competition Model
Introduction
The Proposed Algorithm
Results of Simulation
Conclusion
References
Secure Secret-Key Management of Kerberos Service
Introduction
The Kerberos Protocol
Protecting the Secret-Key of the Users
Protecting Secret-Key of the Authentication Server
Generating Pre-datum of the Shares
The Method of Distributing Shares
Generating the Shares of Share Servers
Synthesizing the Secret-Key of the Authentication Server
Correctness Proof
Security Analysis
Conclusion
References
Application of Shuangchao Hydrological Model in Shanxi Semiarid and Semi-humid Area
Introduction
Shuangchao Hydrological Model
Engineering Background and Application
Engineering Background
Application of Shuangchao Model in Zhangfeng Reservoir
Conclusion
References
The Design of Withstand Test Simulation System Based on Resonant Principle
Introduction
Establishment of Electrical Model
The Design of the System
The Platform of the Development
General Design Thought
The Design of the Main Interface of the System
The Design of Combining the Resonant Reactors
Simulation
The Parameters and the Plan of the Test
The Simulation of the Test
Conclusion
References
Improving Depth-First Search Algorithm of VLSI Wire Routing with Pruning and Iterative Deepening*
Introduction
DFS Algorithm Improvement
Weakness of DFS Algorithm
Pruning and Iterative Deepening
Measures Taken
C++ Implementation
Design
Program Plan
Program Development
Algorithm Complexity and Experimental Results
Algorithm Complexity
Experimental Results
Conclusion
References
The Forecast of Our Private Car Ownership with GM(1,1) Model
Introduction
The GM(1,1) Model
The Forecast of Our Private Car Ownership
Conclusions
References
The Rationality Properties of Three Preference-Based Fuzzy Choice Functions
Introduction
Preliminaries
Some Rationality Properties of Preference-Based Choice Functions
Result
Conclusions
References
Automated Problem Solving
The Application of Internet of Things Technologies in Transmission Link of Smart Grid
Introduction
SG Based on IOT Technology
IOT Based on Requirement in SG
The Application of IOT Technologies in Transmission Link of SG[6,7]
Data Acquisition
Data Transmission[10]
Data Processing
Data Application
Conclusions
References
Assess of the Flicker Caused by Electric Arc Furnace Using Simulation Method
Introduction
IEC Flicker Meter
Simulation Models and Verification of the IEC Flicker Meter
Evaluation of the Flicker Severity Caused by Electric Arc Furnace Using Simulation
Conclusion
References
Research to Prevent the Anti-charging Incident of the Voltage Transformer in the Substation
Introduction
Accident Analysis
The Present Preventive Measure
A Kind of Air Switch with the Ability for Preventing the Anti-charging
Conclusion
References
Research on Online Monitoring Method for Longitudinal Rip of Steel-Core Belt
Introduction
The Working Process of the Monitoring System
Monitoring System Design
Page Numbering and Running Heads
Page Numbering and Running Heads
The Data Acquisition Circuit
Microcontroller and Its Peripheral Circuits
The Data Acquisition Circuit
Conclusion
References
Brain Models/Cognitive Science
Establishment and Analysis of Information Processing Models on Intelligent Overtaking Behavior
Introduction
Overview of Cognitive Psychology
Research on Intelligent Driving
Information Process for Intelligent Driving Behavior
Model of Intelligent Driving Behavior Based on Construction Perception
Model of Intelligent Driving Behavior Based on Pattern Recognition
Analysis of Intelligent Driving Behavior
Results and Discussions
References
Inhibition of Return and Stroop Effect in Spatial Attention
Introduction
Method
Participants
Apparatus and Stimuli
Procedure
Design
Result
General Discussion
References
Data Mining and Knowledge Discovering
Two Dimensions Data Slicing Algorithm, a New Approach in Mining Rules of Literature in Traditional Chinese Medicine
Introduction
MaterialandMethods
Material: Data Preparation
Method: One-Dimension Data Slicing Algorithm
Method: Two-Dimension Data Slicing Algorithm
Results
One-Dimension
Two-Dimension
Conclusion and Discussion
References
Frequent Closed Pattern Mining Algorithm Based on COFI-Tree
Introduction
Related Work
Construction of FP-Tree
Construction of COFI-Tree
Mining the COFI-Tree
Frequent Closed Itemsets
Frequent Closed Pattern Mining Algorithm Based on COFI-Tree
Experiment
Compare with FP-Closed
Performance Evaluation
Conclusion
References
Improved Algorithm for Mining N-Most Interesting Itemsets
Introduction
Method for Mining N-Most Interesting Itemsets by COFI-Tree
Construction of FP-Tree
Construction of COFI-Tree (Co-occurrence Frequent Item Tree)
Mining COFI-Tree
Pseudo Code of Mining N-Most Interesting Itemsets
Experiment
Performance of New Algorithm
Compare with BOMO
Conclusion
References
An Improved KFCM Algorithm Based on Artificial Bee Colony
Introduction
KFCM Algorithm
Artificial Bee Colony Algorithm
ABC-KFCM Algorithm
Experiment Results
Conclusions
References
Improved Clustering Algorithm Based on Local Agglomerative Characteristics
Introduction
SNN Similarity Based Jarvis-Patrick Clustering Algorithm
SNN Density Based Clustering Analysis
Improved Clustering Algorithm Based on Local Agglomerative Characteristics
Similarity Analysis Based on LAC
LAC's Definition and Its Measurement
Improved LAC Based Clustering Algorithm
Experimental Results and Evaluation
Its Strength and Limitation
Conclusions
References
Cluster Analysis Based on GAPSO Evolutionary Algorithm
Introduction
PSO Algorithm
GAPSO Cluster Algorithm
Coding and Initial Generation
Calculation of the Fitness
Genetic Operator
PSO Operator
Experiment Conclusion
Conclusion
References
A Model of a GEP-Based Text Clustering on Counter Propagation Networks
Introduction and Related Works
Model Descriptions and Analysis
The Model Description
Achievement and Analysis of Model
The Result and Analysis of the Experiment
Availability
Results and Analysis
Conclusion and Future Works
References
The Application of Data Mining Technology in Analysis of the Relation between Majors, Industries and Positions
Introduction
General Design
Data Collection
Data Preprocessing
Algorithm Selection
Visualization
The Realization
The Realization of Data Standardization
The Realization of Data Transformation
The Association Rules Model Determination and Visualization
The Analysis
The Influence of Single Factor
The Influence of Factors
Conclusion
References
Research on Partner Selection Issue of Manufacturing Enterprise under Supply Chain Environment
Introduction
Establishment of Partner Selection Index System
Partner Selection Model Based on PCA and Improved BP Neural Network
Principal Component Analysis (PCA)
BP Neural Network
Partner Selection Model Based on PCA and Improved BP
Analysis
Data Preparation
Principal Components
Establishment and Training of BP Neural Network Model
Comparison
Conclusion
References
Formal Concept Analysis Based on Rough Set Theory and a Construction Algorithm of Rough Concept Lattice
Introduction
Rough Concept Lattice
A Construction Algorithm
The Main Steps of Construction Method
The Description of CARCL (the Construction Algorithm of Rough Concept lattice)
Algorithm Analysis and Example
Conclusions
References
Expert and Decision Support Systems
Command-to-Submarine Decision Model Research of Formation's Cooperative Anti-submarine Warfare
Introduction
Command-to-Submarine Information Content of Formation's Cooperative ASW
The Definition of Cooperative ASW Minimum Share Information Set
Settle of Cooperative ASW MSIS
Command-to-Submarine Decision Rules and Fuzzy Expression
Typical Rules of Command-to-Submarine Decision
The Fuzzy Expression of the Rules
Model Inputs and Simulation Results
The Inputs of the Model
Simulation Results
Conclusions
References
A Context-Aware Model Based on Mobile Agent
Introduction
Context-Aware
Mobile Agent Technology
Context-Aware Model Based on Mobile Agent
Prototype System
Conclusion
References
A Mode of Storm Flood Forecasting DSS Establish Ion
Introduction
Mode Analysis
Mode Establish Ion
Storm Flood DSS Establish Ion Idea
Gray Relational Analysis Method Steps
Application
The References Section
References
Research on Cut Order Planning for Apparel Mass Customization
Introduction
Optimization Model of COP
Optimization Method Based on Probability Search for COP
Searching for the Spreading Solution on Cutting Tables
Sizes Combination Solution Optimization Based on Probability Search
Conclusion
References
Fuzzy Logic and Soft Computing
The Semantics of Dynamic Fuzzy Logic Programming Language
Introduction
Dynamic Fuzzy Data
Lambda Calculus
The Denotational Semantics of DFL Programming Language
Abstract Syntax
The Conditions of Context
The Descriptions of Semantic Objects
The Handling Function of Semantics
Example
Conclusion
References
Trend Prediction of Oil Temperature for Wind Turbine Gearbox Based on Grey Theory
Introduction
Wavelet Packet De-noising Method of Oil Temperature for Wind Turbine Gearbox
Grey Prediction Theory
Oil Temperature Trend Prediction of Wind Turbine Gearbox Based on Wavelet Packet Filtering and Grey Model
Conclusion
References
The Semantics of Logic System lp(X)
Introduction
Preliminaries
Axioms of lp(X)
Semantics of lp(X)
Conclusions
References
Design of Field Integrative Irrigation Control System Based on Fuzzy Control and PLC
Introduction
Integral Design
General Structure of System
Generating System
GPRS Wireless Communication Module
Other Hardware Design in This System
Three-Dimension Fuzzy Controller Design
The Inputs and Outputs of the Fuzzy Controller
The Membership Functions of the Fuzzy Variables
Fuzzy Control Rules
Fuzzy Control Tables
Software Design
PLC Controlling Program
Communication Software Design
Simulation
Conclusion
References
Intelligent Agents and Systems
Research on the Information Integration Model Based on Multi-agent
Introduction
Construction of the Model
Communication Mechanism
Format of Message
Message Set
Design and Implement
Conclusion
References
Hardware Design of T/Q/IQ/IT for Intra 16×16 in H.264/AVC
Introduction
Intra16×16 Transform Flow
Transform and Quantization in H.264
Hardware Design
Transform/Inverse Transform Circuit
Quantitative/Inverse Quantitative Circuit
Experimental Result
Conclusion
References
Construction of Multi-Agent System for Decision Support of Online Shopping
Introduction
Design of System Functions and Structure
Design of System Functions
Design of System Workflow and Structure
Analysis of the Value and Technical Points of the System
Analysis of the Value of the System
Analysis of Technical Points of the System
Conclusion
References
Intelligent Control
Robot Real-Time Motion Planning and Collision Avoidance in Dynamically Changing Environments
Introduction
Related Work
Mobile Robot Motion Model
Robot Motion Planning Method
Definition of a Forcd Field
Variable Speed Force Field Method
Subgoal-Guided Force Field Method
Simulation Results
Experiment Setup
Simulation
Conclusions Results
References
Design of the On-Line Detection System for the Surface of the Hot Heavy Rail
Introduction
The Construction and the Principle of the System
The Principle of Machine Vision
The Principle of CCD
The Principle of the System
The Modularized Design of the System
The Part of Light Sources
The Part of Image Acquisition and Processing
The Part of the Human-Computer Interface Administration
Results
Conclusion
References
Application Research of Predictive Control in Heating System
Introduction
System Overview
The Study of Heating Control System Algorithm
Analysis of Heating Process Model
Research on Algorithm
Implementation of the System
Hardeware-in-the-Loop Simulation
Conclusion
References
The Expert Controller for Dissolved Oxygen Control System in Wastewater Treatment
Introduction
The Characteristics of Expert Controller [3][4]
The Description of Diversity Model
The Flexibility of Online Processing
Flexible Control Strategy
The Hierarchical of Decision-Making Body
The Real-Time of Inference and Decision
The Determination of Expert Control Scheme
The Design Principles of Expert Controller
The Realization of Expert Controller
Conclusion
References
Distributed Fuzzy Control System for Cotton Cloth Bleaching
Introduction
Distributive Fuzzy Control System for Cotton Cloth Bleaching
The Operational Sequence for Cotton Cloth Bleaching
Design of the Fuzzy Controller for Cotton Cloth Bleaching
Design of Fuzzy Variables
Design of Fuzzy Rules
Design of Applicable Controlling Process
Conclusions
References
A Way to Diagnose the Rolling Bearing Fault Dealt with Wavelet-Packet and EMD
Introduction
The Application of the Wavelet Transform in Rolling Fault
The Empirical Mode Decomposition (EMD)
Experiment Methods and Steps
Analysis of the Fault of Inner Ring
Conclusion
References
Exploring of Intelligent System for Oxygen Respirator Intelligent Training Check System Used in Colliery Salvation
Introduction
System Function
System Extending
References
The Intelligent Calibrator of Mine Gas Sensor
Introduction
The Introduction of the System
Conclusion
References
The Method of Power Saving and Study on Control System for Center Air-Condition Set
The Function of Circulating Water and the Run Mode of the Pumper
Power Saving Design for the Running Mode of the Circulating Water Pumper
Power Saving Control System Structure of the Circulating Water
The Determination of System Design Scheme
The Data Acquisition and Processing of Temperature Signal
The Block Diagram of Temperature Control System
The Double Closed Loop Control Structure in This System
The Hardware Configuration of the System
Conclusion
References
Design of a Temperature and Humidity Monitoring/Sending System Based on SHT1 Temperature and Humidity Sensor
Introduction
Hardware Circus Design
Temperature and Humidity Sending Wirelessly
Software Program
Conclusion
References
Intelligent Image Processing
Research and Implementation for a Content-Based Video Playback System
Introduction
Color Histogram
Color Spaces
Histogram
System Design
Functions and Modules
Brief Introduction of DirectShow
System Framework
The Design of Class in the System
System Interface
Conclusion
References
Research on Updating Land Use Database Dynamically by Remote Sensing Monitoring
Introduction
Study Area and Data Source Selection
Study Area
Data Source Selection
Dynamic Monitoring Technology Roadmap
Remote Sensing Image Processing
Extract the Change Information
Post-Treatment after Verifying the Outside Industry
Updating the Land Use Database
Conclusion
References
The Study of GPU-Based Parallel Hilbert Huang Transform
Introduction
The Hilbert-Huang Transforms
The Parallel GHHT Algorithm
Limitations of the Conventional HHT
The Advantages of GHHT
Parallel Speedup by GPU
Experiment Result and Analysis
The Comparison of Resolution between Original Data and Processed Data
Parallel Speedup Based on GPU
Conclusion
References
Designing and Recognizing Landmark for Positioning Underground Mine Vehicle
Introduction
Designing the Aspect of Landmarks
Barcode
Designing Barcode Landmark
Recognizing Barcode Landmark
Experiments
Conclusion
References
Researches on Combustion of Vacuum Switching Arc Based on Image Processing Method
Introduction
The Related Analysis and Algorithm of Digital Image
Experimental Results
Conclusion
References
Intelligent Scheduling
A Platform-Based Model for Automatic Planning and Corresponding Complexity Results
Introduction
Preliminaries
Platform as Linear System
The Parallelization of Sequential Plan
Conclusion
References
Research of Emergency Logistics Distribution Routing Optimization Based on Improved Ant Colony Algorithm
Introduction
Computer Simulation
Conclusion
References
Intelligent Signal Processing
A WSN-Based Pulse Wave Velocity Detection System for Arteriosclerosis Monitoring
Introduction
System Architecture
Detection Unit
Microprocessor
Wireless Transmission Module
Software Design
Experimental Results
Conclusion
References
Condition Assessment Based on Gray Clustering with Cloud Whiten Function for Power Transformer
Introduction
Indices and Grade Method of Condition Assessment for Power Transformer
Indices
Grade Method
Gray Clustering Analysis with Cloud Model Whiten Function
Gray Clustering
Cloud Model
Cloud Models of Indices
Polarization Indices
Winding Insulance
Gases Dissolved in Oil
Qualitative Indices
Indices Weights
Example Analysis and Conclusions
References
Study on Intelligence Detection of Methane Gas Based on NDIR Technology
Introduction
Theoretical Description of Infrared Spectroscopy
Experimental Detection System Setup
Results and Discussion
Conclusion
References
Natural Language Processing
Research on Extracting Semantic Orientation of Chinese Text Based on Multi-algorithm
Introduction
Semantic Orientation Extraction of Chinese Text Based on Multi-algorithm
Semantic Orientation Extraction Based on Basic Semantic Lexicon
Extended Semantic Features Based on Conjunction Corpus
Extend Semantic Features Further Based on Semantic Distance between Words
Experiment and Result Analysis
Conclusion
References
Formal Semantics of Chinese Discourse Based on Compositional Discourse Representation Theory
Introduction
Related Works
Transforming Chinese Discourse to Its Formal Semantics
Conclusions
References
Research of Chinese Word Sense Disambiguation Based on HowNet
Introduction
HowNet
Dependency Grammar Analysis
Computing of Semantic Relevancy
The Concept Similarity
The Concept Relevance
The Factor of Examples
The Process of Disambiguation System
Experiment and Evaluation
Conclusion
References
Nature Computation
Fast Quantum Algorithm of Solving the Protein Folding Problem in the Two-Dimensional Hydrophobic-Hydrophilic Model on a Quantum Computer
Quantum Algorithms of Solving the Protein Folding Problem in the Two-Dimensional Hydrophobic-Hydrophilic Model
Construction of Conformational Space to a Protein in the Hydrophobic-Hydrophilic Model in the Two-Dimensional Lattice
Computation of the Global Energy for Each Possible Conformation from Conformational Space to a Protein in the Hydrophobic-Hydrophilic Model in the Two-Dimensional Lattice
Introducing Quantum Networks for Finding Global Minimum Energy from Conformational Space to a Protein in the Hydrophobic-Hydrophilic Model in the Two-Dimensional Lattice
Parallelization of Wu's Method with Multithreading
Introduction
Wu's Method
The Main Theorems [1]
Sequential Algorithm of Characteristic Series
Parallel Algorithm
Task Programming Model in Maple
Parallel Algorithm Design
Parallel Implementation
Experimental Results and Analysis
Experimental Results
Analysis
Conclusion
References
The Influence of the Sectional form of Labyrinth Emitter on the Hydraulic Properties
Introduction
Theoretical Analysis
Relationship between Flow Pattern Index and Flow Regime of the Emitter
The Influence of Sectional Form of Emitter on Flow Index
Numerical Simulation Analysis
Computational Models and Meshing
Control Equations and Boundary Conditions
Calculation Results and Analysis
Conclusions
References
Neural Computation
Neural Network and Support Vector Machines in Slime Flotation Soft Sensor Modeling Simulation Research
Introduction
Algorithm Description
Generalized Regression Network Algorithm Principle
Least Squares Support Vector Machine Modeling Principle [3]
The Performance of the Soft Sensor Modeling of Evaluation Indexes
Neural Network and Support Vector Machines Contrast
Conclusion
References
Pattern Recognition
The Research on Image Retrieval Based on Combined Multi-Features and Relevance Feedback
Introduction
Using Color Feature to Retrieve Image
Using Texture Feature to Retrieve Image
Combined Multi-features Retrieval
SVM-Based Relevance Feedback
Support Vector Machine Model
SVM-Based Relevance Feedback Algorithm
Experiments and Results
Conclusion
References
Application of BP Neural Network in Drug Supervision Code Grade Evaluation
Introduction
Introduction of Bar Code Level Detection
Barcode Testing Parameters
Optical Parameters Level Determination
BP Network Structure of Optical Parameters Grades and the Training Process
The Introduction of BP Neural Network Theory
Network Structure and Training of Optical Parameters Levels
The Analysis and Contrast of Results
The Conclusion
References
WordNet-Enhanced Dynamic Semantic Web Services Discovery
Introduction
Relevant Technologies
OWL-S
Chord-A kind of Structure P2P Networks
WordNet-Enhanced Semantic Web Service Discovery
Conclusions and Future Work
References
A New Scheduling Algorithm in Hadoop MapReduce
Introduction
Related Work
FIFO (First in First Out)
Capacity Scheduling
Fair Scheduling
New Scheduling Algorithm
Assigning Slots
Data Locality
Experiments
References
The Kinetics Simulation of Robot Based on AutoCAD
Introduction
The Interface of System
Parametric Modeling
The Program of Modeling
Parameters Inputting
The Simulation of Robot
Driven
The Examination of Interference
An Example of the Simulation of Robot
Conclusions
References
An Improved Particle Swarm Optimization Algorithm
Introduction
Review of PSO Algorithm
An Improved Particle Swarm Optimization (IPSO) Algorithm
Generating the Particle's Iterative Velocity
Optimal and Sub-optimal Location Updating
Algorithm of the Improved PSO
Experimental Results and Analysis
Conclusions
References
An Improved Optimal Matching for Video Retrieval
Introduction
Video Retrieval
Maximum Matching and Optimal Matching
Similarity of Shots
Experimental Results Analysis
Conclusion
References
Improved Cue Fusion for Object Tracking Algorithm Based on Particle Filter
Introduction
Particle Filter and Mean-Shift
Mean-Shift
Particle Filter
Object Tracking with Cue Fusion Based on Particle Filter
Color Model
Motion Model
The Realization of Fusion Algorithm
Simulation Results and Analysis
Conclusion
References
A Study on Bus Routing Problem: An Ant Colony Optimization Algorithm Approach
Introduction
The Principle of ACO Algorithm
Bus Route Optimization Based on ACO Algorithm
Definition of Optimal Path
Description of the Routing Model Based on ACO Algorithm
Algorithm Model Simulation
Test
The Comparison the Test Result
Conclusion
References
The Research of ANN Forecasting Mode Based on Cloud Platforms
Introduction
Construction of ANN Forecasting Model
The Result of Experiment Verify the Forecasting Effect
Evaluation Standard of Data Forecasting
Data Collection
Data Pretreatment
The Experimental Results of BP Network and RBF Network
Conclusion
References
Rough Set Theory
Trend Analysis of 2011 China's Car Sales Volume and Carbon Emissions Based on Rough Set Theory
Introduction
Introduction of Rough Set Theory
Process of Car Sales Forecast Based on Rough Set Theory
Car Sales Forecast Based on Rough Set Theory
Creation of China's Cars Sales Index System
Initialization of Pretreatment
Pretreatment
Getting the Rules
Rules Test
China's Car Sales Forecast in 2011
2011 Add Vehicles Carbon Emissions Forecast
Conclusions
References
The Application on Attribute Reduction by Using Bacterial Foraging Optimization and PSO Algorithm
Introduction
Bacterial Foraging Optimization Algorithm
Particle Swarm Optimization Algorithm
BFPSO Attribute Reduction Algorithm
BF-PSO Algorithm
Initialization Code
The Fitness Function
BF-PSO Attribute Reduction Algorithm
Experimental Result Analysis
References
A Novel Feature Selection Method for the Conditional Information Entropy Model
Introduction
Preliminaries
The Equivalence of Two Feature Selection
Feature Selection Method for Conditional Information Entropy Model
Feature Selection Method Based on Conditional Information Entropy Model
Time and Space Complexity Analysis of the Method
Example
Conclusion
References
Author Index

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