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

Front Matter....Pages 1-10
A New Grammatical Evolution Based on Probabilistic Context-free Grammar....Pages 1-12
An Adaptive Cauchy Differential Evolution Algorithm with Population Size Reduction and Modified Multiple Mutation Strategies....Pages 13-26
A Bi-level Evolutionary Algorithm for Multi-objective Vehicle Routing Problems with Time Window Constraints....Pages 27-38
Analyzing Organization Structures and Performance through Agent-Based Socio-technical Modeling....Pages 39-53
A New Sign Distance-Based Ranking Method for Fuzzy Numbers....Pages 55-64
Application of Precise-Spike-Driven Rule in Spiking Neural Networks for Optical Character Recognition....Pages 65-75
A Hybrid Differential Evolution Algorithm – Game Theory for the Berth Allocation Problem....Pages 77-87
Hybrid Differential Evolution and Gravitational Search Algorithm for Nonconvex Economic Dispatch....Pages 89-103
Automatic Evolutionary Music Composition Based on Multi-objective Genetic Algorithm....Pages 105-115
Integration of Spatial and Spectral Information by Means of Sparse Representation-Based Classification for Hyperspectral Imagery....Pages 117-126
FQZip: Lossless Reference-Based Compression of Next Generation Sequencing Data in FASTQ Format....Pages 127-135
Emergent Effects from Simple Mechanisms in Supply Chain Models....Pages 137-150
Integrated Solid Waste Management System Design under Uncertainty....Pages 151-165
A Uniform Evolutionary Algorithm Based on Decomposition and Contraction for Many-Objective Optimization Problems....Pages 167-177
Cell Segmentation Using Binarization and Growing Neural Gas....Pages 179-190
Self-adaptive Orthogonal Simplified Swarm Optimization for the Series-Parallel Redundancy Allocation Problem....Pages 191-200
Impact of the Length of Optical Flow Vectors in Estimating Time-to-Contact an Obstacle....Pages 201-213
Evolving Emotion Recognition Module for Intelligent Agent....Pages 215-226
A Novel Multi-objective Optimization Framework Combining NSGA-II and MOEA/D....Pages 227-237
A Study on Multi-level Robust Solution Search for Noisy Multi-objective Optimization Problems....Pages 239-253
Directional Differential Evolution: Approaching to the Superior, Departing from the Inferior, or Both?....Pages 255-265
Working Memory Training Strategies and Their Influence on Changes in Brain Activity and White Matter....Pages 267-278
A Decision Support System for Laptop Procurement Using Mixed Text and Image Analytics....Pages 279-292
Numerical Simulations for Hybrid Electromagnetism-Like Mechanism Optimization Algorithms with Descent Methods....Pages 293-306
Feature Extraction for Classification of Welding Quality in RSW Systems....Pages 307-318
Cross-Layer Secured IoT Network and Devices....Pages 319-333
Inference of Opponent’s Uncertain States in Ghosts Game Using Machine Learning....Pages 335-346
A Re-constructed Meta-Heuristic Algorithm for Robust Fleet Size and Mix Vehicle Routing Problem with Time Windows under Uncertain Demands....Pages 347-361
The Influence of Elitism Strategy on Migration Intervals of a Distributed Genetic Algorithm....Pages 363-374
cuSaDE: A CUDA-Based Parallel Self-adaptive Differential Evolution Algorithm....Pages 375-388
Mathematical Theory for Social Phenomena to Analyze Popularity of Social Incidents Quantitatively Using Social Networks....Pages 389-402
In-Game Action Sequence Analysis for Game BOT Detection on the Big Data Analysis Platform....Pages 403-414
Multi-agent Based Bus Route Optimization for Restricting Passenger Traffic Bottlenecks in Disaster Situations....Pages 415-428
Simplified Swarm Optimization to Solve the K-Harmonic Means Problem for Mining Data....Pages 429-439
A Novel Evolutionary Multi-objective Algorithm Based on S Metric Selection and M2M Population Decomposition....Pages 441-452
A New Equality Constraint-Handling Technique: Unconstrained Search Space Proposal for Equality Constrained Optimization Problem....Pages 453-464
Extended Local Clustering Organization with Rule-Based Neighborhood Search for Job-shop Scheduling Problem....Pages 465-477
Online Game Bot Detection in FPS Game....Pages 479-491
An Extended SHADE and Its Evaluations....Pages 493-504
Multi-agent Control System with Intelligent Optimization for Building Energy Management....Pages 505-518
A Study on Neighborhood and Temperature in Multi-step Crossover Fusion for Tree Structure....Pages 519-531
Considering Reputation in the Selection Strategy of Genetic Programming....Pages 533-542
Nature-Inspired Chemical Reaction Optimisation Algorithm for Handling Nurse Rostering Problem....Pages 543-559
Multi Objective Optimization for Route Planning and Fleet Assignment in Regular and Non-regular Flights....Pages 561-575
Distance Based Locally Informed Particle Swarm Optimizer with Dynamic Population Size....Pages 577-587
Improve Robustness and Resilience of Networked Supply Chains....Pages 589-597
An Efficient Representation for Genetic-Fuzzy Mining of Association Rules....Pages 599-612
Medical Image Management System with Automatic Image Feature Tag Adding Functions....Pages 613-624
The Impact of the Malfunction of a Sector in Supply Chain on the Ordering Policy of Each Sector....Pages 625-634
Offline Design of Interactive Evolutionary Algorithms with Different Genetic Operators at Each Generation....Pages 635-646
Memetic Algorithms of Graph-Based Estimation of Distribution Algorithms....Pages 647-656
Extreme Learning Machine for Active RFID Location Classification....Pages 657-670
An Experimental Study of Correlation between Text and Image Similarity by Information Fusion Approach....Pages 671-685
Back Matter....Pages 687-689