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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
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:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.