Proceedings of the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems - Volume 2

Table of Contents

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   Book Overview
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   Chapter 1 A New Grammatical Evolution Based on Probabilistic Context-free Grammar
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   Chapter 2 An Adaptive Cauchy Differential Evolution Algorithm with Population Size Reduction and Modified Multiple Mutation Strategies
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   Chapter 3 A Bi-level Evolutionary Algorithm for Multi-objective Vehicle Routing Problems with Time Window Constraints
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   Chapter 4 Analyzing Organization Structures and Performance through Agent-Based Socio-technical Modeling
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   Chapter 5 A New Sign Distance-Based Ranking Method for Fuzzy Numbers
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   Chapter 6 Application of Precise-Spike-Driven Rule in Spiking Neural Networks for Optical Character Recognition
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   Chapter 7 A Hybrid Differential Evolution Algorithm – Game Theory for the Berth Allocation Problem
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   Chapter 8 Hybrid Differential Evolution and Gravitational Search Algorithm for Nonconvex Economic Dispatch
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    Chapter 9 Automatic Evolutionary Music Composition Based on Multi-objective Genetic Algorithm
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    Chapter 10 Integration of Spatial and Spectral Information by Means of Sparse Representation-Based Classification for Hyperspectral Imagery
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    Chapter 11 FQZip: Lossless Reference-Based Compression of Next Generation Sequencing Data in FASTQ Format
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    Chapter 12 Emergent Effects from Simple Mechanisms in Supply Chain Models
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    Chapter 13 Integrated Solid Waste Management System Design under Uncertainty
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    Chapter 14 A Uniform Evolutionary Algorithm Based on Decomposition and Contraction for Many-Objective Optimization Problems
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    Chapter 15 Cell Segmentation Using Binarization and Growing Neural Gas
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    Chapter 16 Self-adaptive Orthogonal Simplified Swarm Optimization for the Series-Parallel Redundancy Allocation Problem
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    Chapter 17 Impact of the Length of Optical Flow Vectors in Estimating Time-to-Contact an Obstacle
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    Chapter 18 Evolving Emotion Recognition Module for Intelligent Agent
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    Chapter 19 A Novel Multi-objective Optimization Framework Combining NSGA-II and MOEA/D
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    Chapter 20 A Study on Multi-level Robust Solution Search for Noisy Multi-objective Optimization Problems
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    Chapter 21 Directional Differential Evolution: Approaching to the Superior, Departing from the Inferior, or Both?
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    Chapter 22 Working Memory Training Strategies and Their Influence on Changes in Brain Activity and White Matter
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    Chapter 23 A Decision Support System for Laptop Procurement Using Mixed Text and Image Analytics
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    Chapter 24 Numerical Simulations for Hybrid Electromagnetism-Like Mechanism Optimization Algorithms with Descent Methods
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    Chapter 25 Feature Extraction for Classification of Welding Quality in RSW Systems
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    Chapter 26 Cross-Layer Secured IoT Network and Devices
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    Chapter 27 Inference of Opponent’s Uncertain States in Ghosts Game Using Machine Learning
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    Chapter 28 A Re-constructed Meta-Heuristic Algorithm for Robust Fleet Size and Mix Vehicle Routing Problem with Time Windows under Uncertain Demands
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    Chapter 29 The Influence of Elitism Strategy on Migration Intervals of a Distributed Genetic Algorithm
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    Chapter 30 Proceedings of the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems - Volume 2
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    Chapter 31 Mathematical Theory for Social Phenomena to Analyze Popularity of Social Incidents Quantitatively Using Social Networks
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    Chapter 32 In-Game Action Sequence Analysis for Game BOT Detection on the Big Data Analysis Platform
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    Chapter 33 Multi-agent Based Bus Route Optimization for Restricting Passenger Traffic Bottlenecks in Disaster Situations
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    Chapter 34 Simplified Swarm Optimization to Solve the K-Harmonic Means Problem for Mining Data
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    Chapter 35 A Novel Evolutionary Multi-objective Algorithm Based on S Metric Selection and M2M Population Decomposition
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    Chapter 36 A New Equality Constraint-Handling Technique: Unconstrained Search Space Proposal for Equality Constrained Optimization Problem
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    Chapter 37 Extended Local Clustering Organization with Rule-Based Neighborhood Search for Job-shop Scheduling Problem
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    Chapter 38 Online Game Bot Detection in FPS Game
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    Chapter 39 An Extended SHADE and Its Evaluations
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    Chapter 40 Multi-agent Control System with Intelligent Optimization for Building Energy Management
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    Chapter 41 A Study on Neighborhood and Temperature in Multi-step Crossover Fusion for Tree Structure
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    Chapter 42 Considering Reputation in the Selection Strategy of Genetic Programming
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    Chapter 43 Nature-Inspired Chemical Reaction Optimisation Algorithm for Handling Nurse Rostering Problem
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    Chapter 44 Multi Objective Optimization for Route Planning and Fleet Assignment in Regular and Non-regular Flights
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    Chapter 45 Distance Based Locally Informed Particle Swarm Optimizer with Dynamic Population Size
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    Chapter 46 Improve Robustness and Resilience of Networked Supply Chains
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    Chapter 47 An Efficient Representation for Genetic-Fuzzy Mining of Association Rules
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    Chapter 48 Medical Image Management System with Automatic Image Feature Tag Adding Functions
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    Chapter 49 The Impact of the Malfunction of a Sector in Supply Chain on the Ordering Policy of Each Sector
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    Chapter 50 Offline Design of Interactive Evolutionary Algorithms with Different Genetic Operators at Each Generation
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    Chapter 51 Memetic Algorithms of Graph-Based Estimation of Distribution Algorithms
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    Chapter 52 Extreme Learning Machine for Active RFID Location Classification
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    Chapter 53 An Experimental Study of Correlation between Text and Image Similarity by Information Fusion Approach