Artificial Life and Computational Intelligence: Third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, January 31 – February 2, 2017, Proceedings

Front Matter....Pages I-XIII
Front Matter....Pages 1-1
Extending the Delaunay Triangulation Based Density Measurement to Many-Objective Optimization....Pages 3-11
Emotion, Trustworthiness and Altruistic Punishment in a Tragedy of the Commons Social Dilemma....Pages 12-24
Equity Option Strategy Discovery and Optimization Using a Memetic Algorithm....Pages 25-38
Co-Evolving Line Drawings with Hierarchical Evolution....Pages 39-49
Reliability Estimation of Individual Multi-target Regression Predictions....Pages 50-60
Feedback Modulated Attention Within a Predictive Framework....Pages 61-73
A Batch Infill Strategy for Computationally Expensive Optimization Problems....Pages 74-85
Automatic Clustering and Summarisation of Microblogs: A Multi-subtopic Phrase Reinforcement Algorithm....Pages 86-98
Generation and Exploration of Architectural Form Using a Composite Cellular Automata....Pages 99-110
Wrapper Feature Construction for Figure-Ground Image Segmentation Using Genetic Programming....Pages 111-123
Surrogate-Assisted Multi-swarm Particle Swarm Optimization of Morphing Airfoils....Pages 124-133
Applying Dependency Patterns in Causal Discovery of Latent Variable Models....Pages 134-143
An Evolutionary Multi-criteria Journey Planning Algorithm for Multimodal Transportation Networks....Pages 144-156
Estimating Passenger Preferences Using Implicit Relevance Feedback for Personalized Journey Planning....Pages 157-168
Quantitative Assessment of Heart Function: A Hybrid Mechanism for Left Ventricle Segmentation from Cine MRI Sequences....Pages 169-179
A Hybrid Feature Selection Scheme Based on Local Compactness and Global Separability for Improving Roller Bearing Diagnostic Performance....Pages 180-192
Reliable Fault Diagnosis of Bearings Using Distance and Density Similarity on an Enhanced k-NN....Pages 193-203
Towards Solving TSPN with Arbitrary Neighborhoods: A Hybrid Solution....Pages 204-215
Detectable Genetic Algorithms-Based Techniques for Solving Dynamic Optimisation Problem with Unknown Active Variables....Pages 216-227
Neighbourhood Analysis: A Case Study on Google Machine Reassignment Problem....Pages 228-237
Front Matter....Pages 239-239
Multi-objective Optimisation with Multiple Preferred Regions....Pages 241-253
An Adaptive Memetic Algorithm for the Architecture Optimisation Problem....Pages 254-265
Resource Constrained Job Scheduling with Parallel Constraint-Based ACO....Pages 266-278
An Iterated Local Search with Guided Perturbation for the Heterogeneous Fleet Vehicle Routing Problem with Time Windows and Three-Dimensional Loading Constraints....Pages 279-290
A Memetic Cooperative Co-evolution Model for Large Scale Continuous Optimization....Pages 291-300
Investigating the Generality of Genetic Programming Based Hyper-heuristic Approach to Dynamic Job Shop Scheduling with Machine Breakdown....Pages 301-313
Exploratory Analysis of Clustering Problems Using a Comparison of Particle Swarm Optimization and Differential Evolution....Pages 314-325
A PSO-Based Reference Point Adaption Method for Genetic Programming Hyper-Heuristic in Many-Objective Job Shop Scheduling....Pages 326-338
Optimal Power Allocation of Wireless Sensor Networks with Multi-operator Based Constrained Differential Evolution....Pages 339-352
CEMAB: A Cross-Entropy-based Method for Large-Scale Multi-Armed Bandits....Pages 353-365
Binary PSO for Web Service Location-Allocation....Pages 366-377
A MOEA/D with Non-uniform Weight Vector Distribution Strategy for Solving the Unit Commitment Problem in Uncertain Environment....Pages 378-390
Back Matter....Pages 391-392