Artificial Life and Computational Intelligence: Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, February 2-5, 2016, Proceedings

Front Matter....Pages I-XIII
Front Matter....Pages 1-1
Fractal Dimension - A Spatial and Visual Design Technique for the Creation of Lifelike Artificial Forms....Pages 3-12
Using Closed Sets to Model Cognitive Behavior....Pages 13-26
Front Matter....Pages 27-27
Solving Dynamic Optimisation Problems with Known Changeable Boundaries....Pages 29-40
Compaction for Code Fragment Based Learning Classifier Systems....Pages 41-53
The Boon of Gene-Culture Interaction for Effective Evolutionary Multitasking....Pages 54-65
A Study on Performance Metrics to Identify Solutions of Interest from a Trade-Off Set....Pages 66-77
Dynamic Configuration of Differential Evolution Control Parameters and Operators ....Pages 78-88
Exploring the Feasible Space Using Constraint Consensus in Solving Constrained Optimization Problems....Pages 89-100
A Nested Differential Evolution Based Algorithm for Solving Multi-objective Bilevel Optimization Problems....Pages 101-112
Parkinson’s Disease Data Classification Using Evolvable Wavelet Neural Networks....Pages 113-124
GO-PEAS: A Scalable Yet Accurate Grid-Based Outlier Detection Method Using Novel Pruning Searching Techniques....Pages 125-133
Multi-objective Genetic Programming for Figure-Ground Image Segmentation....Pages 134-146
A New Modification of Fuzzy C-Means via Particle Swarm Optimization for Noisy Image Segmentation....Pages 147-159
Competitive Island Cooperative Neuro-evolution of Feedforward Networks for Time Series Prediction....Pages 160-170
Reverse Neuron Level Decomposition for Cooperative Neuro-Evolution of Feedforward Networks for Time Series Prediction....Pages 171-182
A Delaunay Triangulation Based Density Measurement for Evolutionary Multi-objective Optimization....Pages 183-192
Use of Infeasible Solutions During Constrained Evolutionary Search: A Short Survey....Pages 193-205
Front Matter....Pages 207-207
A Differential Evolution Algorithm for Solving Resource Constrained Project Scheduling Problems....Pages 209-220
A Hybrid Imperialist Competitive Algorithm for the Flexible Job Shop Problem....Pages 221-233
Parallel Multi-objective Job Shop Scheduling Using Genetic Programming....Pages 234-245
Front Matter....Pages 207-207
Optimization of Location Allocation of Web Services Using a Modified Non-dominated Sorting Genetic Algorithm....Pages 246-257
A Double Action Genetic Algorithm for Scheduling the Wind-Thermal Generators....Pages 258-269
Front Matter....Pages 271-271
Investigating Multi-Operator Differential Evolution for Feature Selection....Pages 273-284
Coevolutionary Feature Selection and Reconstruction in Neuro-Evolution for Time Series Prediction....Pages 285-297
A Subset Similarity Guided Method for Multi-objective Feature Selection....Pages 298-310
Front Matter....Pages 311-311
An Evolutionary Optimization Approach to Maximize Runway Throughput Capacity for Hub and Spoke Airports....Pages 313-323
Finite Population Trust Game Replicators....Pages 324-335
Towards Evolved Time to Contact Neurocontrollers for Quadcopters....Pages 336-347
The Effect of Risk Perceived Payoffs in Iterated Interdependent Security Games....Pages 348-359
Genetic Algorithm Based Trading System Design....Pages 360-373
Back Matter....Pages 375-375