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

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Handa, Hisashi (Επιμελητής έκδοσης), Ishibuchi, Hisao (Επιμελητής έκδοσης), Ong, Yew-Soon (Επιμελητής έκδοσης), Tan, Kay-Chen (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Σειρά: Proceedings in Adaptation, Learning and Optimization, 2
• Θέματα: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).

 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. 

 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 changes in 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 and Fleet 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.