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

This book contains a collection of the papers accepted in the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES 2014), which was held in Singapore from 10-12th November 2014. The papers contained in this book demonstrate notable intelligent systems with good analytical and/or empirical results.

Recent research on Intelligent and Evolutionary Systems Results of the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems Written by leading experts from the Asia Pacific region

Contenu
A New Grammatical Evolution Based on Probabilistic Context-free Grammar.- An Adaptive Cauchy Differential Evolution Algorithm with Population Size Reduction and Modified Multiple Mutation Strategies.- A Bi-level Evolutionary Algorithm for Multi-Objective Vehicle Routing Problems with Time Window Constraints.- Analyzing Organization Structures and Performance through Agent-based Socio-technical Modeling.- A New Sign Distance-based Ranking Method for Fuzzy Numbers.- Application of Precise-Spike-Driven Rule in Spiking Neural Networks for Optical Character Recognition.- A Hybrid Differential Evolution Algorithm Game Theory for the Berth Allocation Problem.- Hybrid Differential Evolution and Gravitational Search Algorithm for Nonconvex Economic Dispatch.- Automatic Evolutionary Music Composition Based on Multi-Objective Genetic Algorithm.- Integration of Spatial and Spectral Information by Means of Sparse Representation-based Classification for Hyperspectral Imagery.- FQZip: lossless reference-based compression of next generation sequencing data in FASTQ format.- Emergent Effects from Simple Mechanisms in Supply Chain Models.- Integrated Solid Waste Management System Design under Uncertainty.- A Uniform Evolutionary Algorithm Based on Decomposition and Contraction for Many-objective Optimization Problems.- Cell Segmentation Using Binarization and Growing Neural Gas.- Self-adaptive Orthogonal Simplified Swarm Optimization for the Se-ries-Parallel Redundancy Allocation Problem.- Impact of the length of optical flow vectors in estimating time-to-contact an obstacle.- Evolving Emotion Recognition Module for Intelligent Agent.- A Novel Multi-objective Optimization Framework Combining NSGA-II and MOEA/D.- A Study on Multi-Level Robust Solution Search for Noisy Multi-Objective Optimization Problems.- Directional differential evolution: approaching to the superior, departing from the inferior, or both?.- Working memory training strategies and their influence on changesin brain activity and white matter.- A Decision Support System for Laptop Procurement Using Mixed Text and Image Analytics.- Numerical Simulations for Hybrid Electromagnetism-like Mechanism Optimization Algorithms with Descent Methods.- Feature Extraction for Classification of Welding Quality in RSW Systems.- Cross-Layer Secured IoT Network and Devices.- Inference of Opponent's Uncertain States in Ghosts Game using Machine Learning.- A Re-constructed Meta-heuristic Algorithm for Robust Fleet Size and Mix Vehicle Routing Problem with Time Windows under Uncertain Demands.- The Influence of Elitism Strategy on Migration Intervals of a Distributed Genetic Algorithm.- cuSaDE: A CUDA-based Parallel Self-adaptive Differential Evolution Algorithm.- Mathematical theory for social phenomena to analyze popularity of social incidents quantitatively using social networks.- In-game action sequence analysis for game BOT detection on the big data analysis platform.- Multi-agent based Bus Route Optimization for Restricting Passenger Traffic Bottlenecks in Disaster Situations.- Simplified Swarm Optimization to solve the K-Harmonic Means Problem for Mining Data.- A Novel Evolutionary Multi-objective Algorithm Based on S Metric Selection and M2M Population Decomposition.- A New Equality Constraint-handling Technique: Unconstrained Search Space Proposal for Equality Constrained Optimization Problem.- Extended Local Clustering Organization with Rule-based Neighborhood Search for Job-shop Scheduling Problem.- Online Game Bot Detection in FPS game.- An Extended SHADE and its Evaluations.- Multi-agent Control System with Intelligent Optimization for Building Energy Management.- A Study on Neighborhood and Temperature in Multi-step Crossover Fusion for Tree Structure.- Considering Reputation in the Selection Strategy of Genetic Programming.- Nature-inspired Chemical Reaction Optimisation Algorithm for Handling Nurse Rostering Problem.- Multi Objective Optimization for Route Planning andFleet Assignment in Regular and Non-regular Flights.- Distance based locally informed Particle Swarm Optimizer with Dynamic Population Size.- Improve Robustness and Resilience of Networked Supply Chains.- An Efficient Representation for Genetic-Fuzzy Mining of Association Rules.- Medical Image Management System with Automatic Image Feature Tag Adding Functions.- The Impact of the Malfunction of a Sector in Supply Chain on the Ordering Policy of Each Sector.- Offline Design of Interactive Evolutionary Algorithms with Different Genetic Operators at Each Generation.- Memetic Algorithms of Graph-Based Estimation of Distribution Algorithms.- Extreme Learning Machine for Active RFID Location Classification.- An Experimental Study of Correlation between Text and Image Similarity by Information Fusion Approach.