Proceedings of the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems, Volume 1, Softcover reprint of the original 1st ed. 2015 Proceedings in Adaptation, Learning and Optimization Series, Vol. 1

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.

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.

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