Leu G., Singh H., Elsayed S. (Eds.) Intelligent and Evolutionary Systems: The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings

Springer, 2017. — 507 p. — (Proceedings in Adaptation, Learning and Optimization). — ISBN: 978-3-319-49048-9.
Over the last two decades the field of Intelligent Systems delivered to human kind significant achievements, while also facing major transformations. 20 years ago, automation and knowledge-based AI were still the dominant paradigms fueling the efforts of both researchers and practitioners. Later, 10 years ago, statistical machine intelligence was on the rise, heavily supported by the digital computing, and led to the unprecedented advances in and dependence on digital technology. However, the resultant intelligent systems remained designer-based endeavors and thus, were limited in their true learning and development abilities.
Today, the challenge is to have in place intelligent systems that can develop themselves on behalf of their creators, and gain abilities with no or limited supervision in the tasks they are meant to perform. Cognitive development systems, and the supporting cognitive computing are on the rise today, promising yet other significant achievements for the future of human kind.
This book captures this unprecedented evolution of the field of intelligent systems, presenting a compilation of studies that covers all research directions in the field over the last two decades, offering to the reader a broad view over the field, while providing a solid foundation from which outstanding new ideas may emerge.An Evolutionary Optimization Approach for Path Planning of Arrival Aircraft for Optimal Sequencing
A Game-Theoretic Approach to the Analysis of Traffic Assignment
Impact of ALife Simulation of Darwinian and Lamarckian Evolutionary Theories
A Local Search Algorithm for Saving Energy Cost in Duty-Cycle Wireless Sensor Network
Obstacle Avoidance for Multi-agent Path Planning Based on Vectorized Particle Swarm Optimization
Resource Constrained Multi-project Scheduling: A Priority Rule Based Evolutionary Local Search Approach
Genetic Programming with Embedded Feature Construction for High-Dimensional Symbolic Regression
The Convolutional Neural Network Model Based on an Evolutionary Approach For Interactive Picture Book
Semi-automatic Picture Book Generation Based on Story Model and Agent-Based Simulation
Where Does My Brand End? An Overlapping Community Approach
Analysis of Parameter-Less Population Pyramid on the Local Distribution of Inferior Individuals
Integrating Class Information and Features in Cluster Analysis Based on Evolutionary Distance Metric Learning
Multiple Additional Sampling by Expected Improvement Maximization in Efficient Global Optimization for Real-World Design Problems
Dynamic Job Shop Scheduling Under Uncertainty Using Genetic Programming
Similarity Analysis of Survey on Employment Trends in Japan
On Deriving a Relationship Between Complexity and Fidelity in Rule Based Multi-agent Systems
Feature Construction Using Genetic Programming for Figure-Ground Image Segmentation
Estimation of Distribution Algorithms with Graph Kernels for Graphs with Node Types
Generating Hub-Spoke Network for Public Transportation: Comparison Between Genetic Algorithm and Cuckoo Search Algorithm
Randomising Block Sizes for BlockCopy-Based Wind Farm Layout Optimisation
Optimization of Aircraft Landing Route and Order Based on Novelty Search
Design Strategy Generation for a Sounding Hybrid Rocket via Evolutionary Rule-Based Data Mining System
A Novel Binary Particle Swarm Optimization Algorithm and Its Applications on Knapsack and Feature Selection Problems
Particle Swarm Optimization for Yard Truck Scheduling in Container Terminal with a Cooperative Strategy
A Method to Reduce the Amount of Inventoried Stock in Thai Supply Chain
Increasing Stability of Human Interaction Against Time Delay on Perceptual Crossing Experiment
Differential Evolution with Landscape-Based Operator Selection for Solving Numerical Optimization Problems
The Effect of Word-of-Mouth in U-Mart Artificial Futures Market
Multiple Imputation and Ensemble Learning for Classification with Incomplete Data
CMA-ES with Surrogate Model Adapting to Fitness Landscape
An Evolutionary Simulating Annealing Algorithm for Google Machine Reassignment Problem
Mobile Agent Based Obstacle Avoidance in Multi-robot Hunting
Communication-Less Cooperative Q-Learning Agents in Maze Problem
Autonomous Task Allocation for Swarm Robotic Systems Using Behavioral Decomposition
Acquisition of Cooperative Action by Rescue Agents with Distributed Roles
An Evolutionary Framework for Bi-objective Dynamic Economic and Environmental Dispatch Problems