Proceedings of the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems, Volume 1

• 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, 1
• 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...

Πίνακας περιεχομένων:

• Impact of stubborn individuals on a spread of infectious disease under voluntary vaccination policy
• Cognitive Bias, ABM and Emergence of China Stock Market
• Collective behavior in cascade model depend on turn of choice
• Improved performance of a cooperative genetic algorithm when solutions were presented as cartoon faces
• Parallel Particle Swarm Optimization Using Message Passing Interface
• An Automatic Clustering Algorithm Based on a Competition Model of Probabilistic PCA
• Bayesian Inference to Sustain Evolvability in Genetic Programming
• Synthesis of Clock Signal from Genetic Oscillator
• A Multi-agent System for Smartphone Intrusion Detection Framework
• A Risk-Averse Inventory Cost Model using CVaR
• Multi-objective Heterogeneous Capacitated Vehicle Routing Problem with Time Windows and Simultaneous Pickup and Delivery for Urban Last Mile Logistics
• Orthogonal Predictive Differential Evolution
• Content-Adaptive Analysis and Filtering of Microblogs Traffic for Event-Monitoring Applications
• A New Supervised Learning Algorithm for Spiking Neurons
• An optimization method of SNNs for shortest path problem
• C2: Adaptive Load Balancing for Metadata Server Cluster in Cloud-scale Storage Systems
• A Multi-Agent Simulation Framework to Support Agent Interactions under Different Domains.-Automatic Ultrasound Image Segmentation Framework based on Darwinian Particle Swarm Optimization.-Chinese Text Similarity Computation via the 1D-PW CNN
• A New Approach for Product Design by Integrating Assembly and Disassembly Sequence Structure Planning
• Community Detection from Signed Social Networks using a Multi-objective Evolutionary Algorithm
• Solving Multimode Resource-Constrained Project Scheduling Problems using an Organizational Evolutionary Algorithm
• Cyber-Physical Systems: the Next Generation of Evolvable Hardware Research and Applications
• Searching for agents' best risk profiles
• MA-Net: A reliable memetic algorithm for community detection by modularity optimization
• Identifying the High-Value Social Audience from Twitter through Text-Mining Methods
• Understanding the Behavior of Solid State Disk
• Supply Chain Risk Mitigation and the Application Potential of Complex Systems Approaches
• An Adaptive Clustering and Re-clustering based Crowding Differential Evolution for Continuous Multi-modal Optimization
• A Network Connectivity Embedded Clustering Approach for Supply Chain Risk Assessment
• Proposal and Evaluation of a Robust Pheromone-based Algorithm for the Patrolling Problem with Various Graph Structure
• A Choreographer leads the Pareto efficient equilibrium in the three-person network externality games: Experimental Evidence
• Figure Pattern Creation Support for Escher-Like Tiling by Interacitive Genetic Algorithms
• Angle-based Outlier Detection Algorithm with More Stable Relationships
• An Opposition-based Self-adaptive Hybridized Differential Evolution Algorithm for Multi-objective Optimization (OSADE)
• Agent-based Modeling of Economic Volatility and Risk Propagation on Evolving Networks
• Cuckoo Optimization Algorithm for Optimal Power Flow
• ε constrained differential evolution algorithm with a novel local search operator for constrained optimization problems
• Structurization of Design Space for Launch Vehicle with Hybrid Rocket Engine Using Stratum-Type Association Analysis
• Evolving the Parameters of Differential Evolution using Evolutionary Algorithms
• Individual-based Cooperative Coevolution Local Search for Large Scale Optimization
• Action Recognition Using Hierarchical Independent Subspace Analysis with Trajectory
• A Spiking Neural Network Model for Associative Memory Using Temporal Codes
• A novel adaptive ε-constrained method for constrained problem
• Sensitivity Analysis of Fuzzy Signatures Using Minkowski's Inequality
• Large strategy adaptation neighborhood bolsters network reciprocity in prisoner's dilemma games
• Evolutionary Robust Optimization with Multiple Solutions
• Artificial Bee Colony Algorithm based on Local Information Sharing in Dynamic Environment
• Regularized Boost for Semi-supervised Ranking
• Brain CT image Classification with Deep Neural Networks
• Wind Tunnel Evaluation Based Design of Lift Creating Cylinder Using Plasma Actuators
• A Preliminary Study on Quality Control of Oceanic Observation Data by Machine Learning Methods
• Product Differentiation under Bounded Rationality.