Genetic and Evolutionary Computing

Name: Genetic and Evolutionary Computing | Proceedings of the Tenth International Conference on Genetic and Evolutionary Computing, November 7-9, 2016 Fuzhou City, Fujian Province, China
Brand: Springer
Price: 149.79 EUR
Availability: OnlineOnly

Proceedings of the Tenth International Conference on Genetic and Evolutionary Computing, November 7-9, 2016 Fuzhou City, Fujian Province, China

Jeng-Shyang Pan Jerry Chun-Wei Lin Chia-Hung Wang Xin Hua Jiang(Herausgeber*in)

Springer (Verlag)

Erschienen am 20. Oktober 2016

XIV, 316 Seiten

E-Book

PDF mit Wasserzeichen-DRM

Systemvoraussetzungen

978-3-319-48490-7 (ISBN)

149,79 €inkl. 7% MwSt.

Systemvoraussetzungen

für PDF mit Wasserzeichen-DRM

E-Book Einzellizenz

Als Download verfügbar

Beschreibung

Weitere Details

Weitere Ausgaben

Inhalt

Intro
Preface
Organizing Committee
Honorary Chair
Advisory Committee Chairs
General Chairs
Program Committee Chairs
Invited Session Chairs
Local Organizing Chairs
Electronic Media Chair
Publication Chairs
Finance Chairs
Program Committee Members
Contents
Optimization Models and Techniques with Engineering Applications
A Comprehensive Evaluation Model for Traffic Rule
Abstract
1 Introduction
2 Problem Statement and Model Construction
2.1 Quantitative Estimation Method of the Traffic Situation: Space-Occupation Ratio Model
2.2 Traffic Flow Evaluation Model: The Real Traffic Capacity Model
2.3 Safety Evaluation Model (1): The Vehicle Headway Distance Model
2.4 Safety Evaluation Model (2): The Overtaking Sight Distance Model
3 Numerical Computation and Curve Analysis
3.1 Explain the Source of Data
3.2 Figure Conversion
3.3 Curve Analysis
4 Conclusions
References
Composite Probe and Signal Recovery of Compressed Sensing Microarray
Abstract
1 Introductions
2 Design of Composite Probe for Compressed Sensing Microarray
2.1 Compressed Sensing
2.2 Composite Probe for Compressed Sensing Biological Microarray
3 Composite Probe Recovery Using Compressed Sensing
3.1 Sparse Random Measurement Matrices
3.2 Recovery of Variation Gene from Composite Probe
4 Simulation Results and Analysis
5 Summary and Conclusions
Acknowledgments
References
Curve Fitting Based on Neural Dynamics Optimization
Abstract
1 Introduction
2 Neural Dynamics Optimization Algorithm of Curve Fitting Method
3 Experimental Results and Analysis
4 Conclusion
Acknowledgments
References
Certificateless Authentication Protocol for Wireless Body Area Network
Abstract
1 Introduction
1.1 Related Work
1.2 Our Contribution
2 Preliminaries
2.1 Bilinear Maps and Difficulty Hypothesis
3 Model
3.1 System Architecture
4 Design Basis
4.1 Our Certificateless Encryption Scheme
4.2 Our Certificateless Signature Scheme
5 Our Certificatless Authentication Protocol
5.1 Authentication Protocol
6 Conclusion
Acknowledgments
References
Hierarchical PSO Clustering on MapReduce for Scalable Privacy Preservation in Big Data
Abstract
1 Introduction
2 Related Work
3 Preliminaries
3.1 Big Data and Its Privacy Models
3.2 MapReduce Model for Big Data
3.3 Hierarchical Particle Swarm Optimization (HPSO)
4 HPSO Based Scalable Privacy Preservation for Big Data
5 Experimental Set up and Results
6 Conclusion and Further Extensions
References
Observation of Unattended or Removed Object in Public Area for Security Monitoring System
Abstract
1 Introduction
2 Related Works
3 Proposed System
3.1 Calculating Threshold Value
3.2 Color Conversion
3.3 Otsu's Method
3.4 Morphological Processing
3.5 Blob Analysis
3.6 Tracking with Core Algorithm
4 Result and Discussion
5 Conclusion
References
Compact Particle Swarm Optimization for Optimal Location of Base Station in Wireless Sensor Network
Abstract
1 Introduction
2 Heterogeneous WSN Model
3 Compact Algorithm for BS Location Optimization
3.1 Particle Swarms Optimization
3.2 Compact PSO for BS Location
4 Simulation Results
5 Conclusion
References
The Reliability and Economic Analysis on System Connection Mode
Abstract
1 Introduction
2 The Definition of the Main Indicators of Reliability
3 Connection Mode Analysis
3.1 Using Multiplication and Division
3.2 Using Mathematical Programming
4 Conclusion
Acknowledgments
References
Teaching Achievement Study of Creative Design Competitions
Abstract
1 Introduction
2 Literature Review
3 Creative Design
4 Design Results
5 Conclusions
References
A Study of Micro-film Creation: Using the Inspirational Story of a Tomato Farm Micro-film
Abstract
1 Introduction
2 Literature Review
3 Micro-film Creation
4 Result Presentation and Evaluation
5 Discussion and Suggestions
5.1 Discussion
5.2 Suggestions
References
Apply Image Technology to River Level Estimation
Abstract
1 Introduction
2 Image Processing
3 Digital Water Level Gauge
4 Set Up Virtual Probes and Estimate Water Level
5 Conclusion
Acknowledgments
References
Arena Simulation for Aviation Passenger Security-Check Systems
Abstract
1 Introduction
2 System Descriptions
3 Design of Arena Simulation Model
4 Numerical Experiments
5 Conclusions
Acknowledgments
References
Simulation Model and Optimal Design for Call Center Staffing Problems
Abstract
1 Introduction
2 Design of Arena Simulation Model
3 Arena Modeling of Call Centers
3.1 Modeling of a Call Center with a Single Function
3.2 Modeling of a Call Center with Double Functions
4 Simulation Results
4.1 Optimization of a Call Center with a Single Function
4.2 Optimization of a Call Center with Double Functions
5 Conclusions
Acknowledgments
References
Knowledge-Based Intelligent Engineering and Its Applications
On the Security of a Certificateless Searchable Public Key Encryption Scheme
1 Introduction
2 Review of Peng et al.'s Scheme
2.1 Bilinear Pairings
2.2 A Brief Description of Peng et al.'s Scheme
3 Drawbacks of Peng et al.'s Scheme
3.1 Malicious PKG Attack for Receiver
3.2 Off-Line Keyword Guessing Attack
4 Conclusions
References
On the Study of Trading Strategies Within Limited Arbitrage Based on SVM
Abstract
1 Introduction
2 Data and the Technical Trading Rule: Contrarian
2.1 Data
2.2 The Technical Trading Rule
3 The Empirical Results
3.1 The Results from Standard T-Tests
3.2 The Robustness of Empirical Results
4 Conclusion
References
A More Efficient Algorithm to Mine Skyline Frequent-Utility Patterns
1 Introduction
2 Preliminaries and Problem Statement
3 Proposed Algorithms for Mining SFUPs
3.1 Utility-List Structure
3.2 Pruning Strategy
3.3 Proposed Algorithms
4 Experimental Results
4.1 Runtime
4.2 Memory Usage
5 Conclusion
References
Recent Advances on Evolutionary Optimization Technologies
Research on Expressway Emergency Vehicle Allocation Based on Improved Particle Swarm Optimization
Abstract
1 Introduction
2 Mathematical Model of the Allocation Problem of Emergency Vehicle
3 Particle Swarm Optimization Algorithm and Its Improving Algorithm
3.1 The Principles of Particle Swarm Optimization Algorithm
3.2 The Improved Particle Swarm Optimization Algorithm
4 Application of Improved Algorithm in the Allocation of Emergency Vehicles
4.1 Problem Description
4.2 Parameter Setting
4.3 Result Analysis
5 Conclusions
References
Local-Learning and Reverse-Learning Firefly Algorithm
Abstract
1 Introduction
2 Firefly Algorithm
2.1 The Introduction of Firefly
2.2 Firefly Algorithm
3 Proposed Approach
3.1 Original Attractiveness Randomization
3.2 The Local Search of the Optimal Particle
3.3 The Reverse-Learning of Particle
4 Experiment
4.1 Benchmark Functions
4.2 Test and Results
5 Conclusion
Acknowledgment
References
Swarm Intelligence and Its Applications
Using Parallel Compact Evolutionary Algorithm for Optimizing Ontology Alignment
1 Introduction
2 PCEA for Optimizing Ontology Alignment
2.1 The Optimal Model for Ontology Alignment Problem
2.2 The Detailed Procedure of PCEA for Optimizing Ontology Alignment
3 Experimental Results and Analysis
3.1 Experiments Configuration
3.2 Results and Analysis
4 Conclusion
References
Robot Path Planning Optimization Based on Multiobjective Grey Wolf Optimizer
Abstract
1 Introduction
2 Path Planning Problem
3 Multiobjective GWO for Path Planning
3.1 Meta-Heuristic Grey Wolf Optimizer
3.2 Pareto Optimal Front
3.3 Optimal Robot Path Planning Based on MOGWO
4 Simulation Results
5 Conclusion
References
Enhanced Diversity Herds Grey Wolf Optimizer for Optimal Area Coverage in Wireless Sensor Networks
Abstract
1 Introduction
2 The Coverage Problem in WSN
3 Enhanced Grey Wolf Optimizer for Area Coverage
3.1 Meta-Heuristic Grey Wolf Optimizer
3.2 Enhanced Diversity Herds GWO
3.3 Optimal Area Coverage in WSN
4 Simulation Results
5 Conclusions
Acknowledgments
References
Utilizing IABC and Time Series Model in Investigating the Influence of Adding Monitoring Indicator for Foreign Exchange Rate Forecasting
Abstract
1 Introduction
2 Experiment Design
3 Experiments and Experimental Results
3.1 Monthly MAPE of Every Model
3.2 Comparison Between the Before-and-After of Adding Monitoring Indicator
4 Conclusions and Future Works
Acknowledgement
References
Advanced Multimedia Information and Image Processing
Myanmar-English Machine Translation Model
Abstract
1 Introduction
2 Related Work
3 Overview of Myanmar-English Translation Model
4 Evaluation and Results
5 Conclusion
Acknowledgment
References
CRF-Based Named Entity Recognition for Myanmar Language
Abstract
1 Introduction
2 Related Works
3 Conditional Random Fields
4 Myanmar Language
4.1 Nature of Myanmar Language
4.2 Nature of NE in Myanmar Language
5 CRF-Based NER
5.1 Data Preparation
5.2 Named Entity Tagset Used
6 Experiments and Evaluation
7 Conclusions
Acknowledgment
References
Back-Propagation Neural Network Approach to Myanmar Part-of-Speech Tagging
1 Introduction
2 Back-Propagation Neural Network (BPNN)
3 Data Preparation
3.1 Corpus Building
3.2 Closed and Open Test Set
3.3 Data Representation of Input and Output
3.4 Word Segmentation
3.5 Part-of-Speech Tag-Set
4 Evaluation Criteria
5 Experimental Results
6 Discussion
7 Conclusion
References
Efficient Algorithm for Finding Aggregate Nearest Place Between Two Users
Abstract
1 Introduction
2 Related Works
3 Geo-Textual Index Construction
4 Problem Statement and Algorithm for ANN Keyword Query
5 Approximate Keyword Matching
6 Architecture of Proposed System
7 System Performance and Evaluation
8 Conclusions and Further Extensions
References
Optimal Route Finding for Weak Infrastructure Road Network
Abstract
1 Introduction
2 Related Works
3 System Design
3.1 Data Creation of Spatial Database
3.2 Optimal Route Analysis
4 Experimental Result
5 Conclusions
References
Analysing the Effect of Disaster
Abstract
1 Introduction
2 Change Detection of Damage Areas
2.1 Image Registration
2.2 Morphological Building Index
2.3 Slow Feature Analysis
3 Detect the Change of Damage Area Combining MBI and SFA
4 Experimental Results
5 Conclusions
References
Deep Learning Model for Integration of Clustering with Ranking in Social Networks
Abstract
1 Introduction
2 Some Related Works
3 Integration of Clustering with Ranking via Deep Learning
3.1 Definitions and Problem Formulation
3.2 Proposed Implementation Scheme for Clustering with Ranking
4 Illustrative Simulation Results
5 Conclusion
Acknowledgment
References
An Automatic Target Tracking System Based on Local and Global Features
Abstract
1 Introduction
2 Some Related Works
3 Proposed Object Segmentation and Tracking Method
3.1 Extraction of Target Object
3.2 Tracking of Target Objects
3.2.1 Tracking Procedures
4 Some Experimental Results and Discussion
5 Conclusion
Acknowledgment
References
Hybrid Intelligent Systems
Antlion Optimization Based Segmentation for MRI Liver Images
1 Introduction
2 Methods
2.1 Antlion Optimization Algorithm
2.2 Mean Shift Clustering
3 The Proposed CT Liver Segmentation Approach
3.1 Preprocessing Phase
3.2 Ant Lion Optimization Phase (ALO)
3.3 Statistical Image and Image Enhancement Phase
3.4 ROI Segmentation Phase
4 Experimental Results and Discussion
5 Conclusion and Future Work
References
Handwritten Arabic Manuscript Image Binarization Using Sine Cosine Optimization Algorithm
1 Introduction
2 Sine Cosine Algorithm: Review
3 The Handwritten Manuscript Image Binarization Proposed Approach
4 Implementation and Discussion
5 Conclusion and Future Work
References
An Adaptive Approach for Community Detection Based on Chicken Swarm Optimization Algorithm
1 Introduction
2 Community Detection Problem:review
2.1 Problem Statement
2.2 Traditional Chicken Swarm Algorithm and Its Behavior
3 The Proposed Adaptive Chicken Swarm Algorithm
3.1 Contributions of ACSO
3.2 Parameters Redesign
4 Experimental Results and Discussion
5 Conclusion and Future Work
References
A Fully-Automated Zebra Animal Identification Approach Based on SIFT Features
1 Introduction
2 Preliminaries
2.1 Scale Invariant Features Transform (SIFT)
2.2 Support Vector Machine (SVM) Classifier
2.3 Decision Tree (DT) Classifier
2.4 Fuzzy k- Nearest Neighbor (Fk-NN) Classifier
3 Proposed Approach: Automated Zebra Identification
4 Experimental Results
4.1 Experimental Setup
4.2 Experimental Scenarios
5 Conclusion
References
Alzheimer's Disease Diagnosis Based on Moth Flame Optimization
1 Introduction
2 Preliminaries: Moth Flame Optimization
3 The Proposed Alzheimer's Disease Diagnosis System
3.1 Preprocessing and Feature Extraction Phase
3.2 Moth-Flame Based Features Selection Phase
3.3 Support Vector Machine-Based Classification Phase
4 Experimental Results and Discussion
4.1 Dataset Description and Measurements
4.2 Results and Analysis
5 Conclusion and Future Work
References
Breast Cancer Diagnosis Approach Based on Meta-Heuristic Optimization Algorithm Inspired by the Bubble-Net Hunting Strategy of Whales
1 Introduction
2 Preliminaries
2.1 The Proposed Model
3 Evaluation Metrics
4 Experimental Results and Discussion
5 Conclusion
References
Author Index

Systemvoraussetzungen

Als PDF speichern Als Link merken