Artificial Life and Computational Intelligence [E-Book] : Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, February 2-5, 2016, Proceedings / edited by Tapabrata Ray, Ruhul Sarker, Xiaodong Li.
Li, Xiaodong, (editor)
Ray, Tapabrata, (editor) / Sarker, Ruhul, (editor)
1st ed. 2016.
Cham : Springer, 2016
XIII, 375 p. 115 illus. in color. online resource.
Lecture notes in computer science ; 9592
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Table of Contents:
  • Mathematical Modeling and Theory
  • Fractal Dimension - A Spatial and Visual Design Technique for the Creation of Lifelike Artificial Forms
  • Using Closed Sets to Model Cognitive Behavior
  • Learning and Optimization
  • Solving dynamic optimisation problem with known changeable boundaries
  • Compaction for Code Fragment Based Learning Classifier Systems
  • The Boon of Gene-Culture Interaction for Effective Evolutionary Multitasking
  • A Study on Performance Metrics to Identify Solutions of Interest From a Trade-off Set
  • Dynamic Configuration of Differential Evolution Control Parameters and Operators
  • Exploring the Feasible Space using Constraint Consensus in Solving Constrained Optimization Problems
  • A Nested Differential Evolution based Algorithm for Solving Multi-objective Bilevel Optimization Problems
  • Parkinson’s Disease Data Classification Using Evolvable Wavelet Neural Networks
  • GO-PEAS: A Scalable Yet Accurate Grid-based Outlier Detection Method Using Novel Pruning Searching Techniques
  • Multi-objective Genetic Programming for Figure-ground Image Segmentation
  • A New Modification of Fuzzy C-Means via Particle Swarm Optimization for Noisy Image Segmentation
  • Competitive Island Cooperative Neuro-Evolution of Feedforward Networks for Time Series Prediction
  • Reverse Neuron Level Decomposition for Cooperative Neuro-Evolution of Feedforward Networks for Time Series Prediction
  • A Delaunay Triangulation Based Density Measurement for Evolutionary Multi-objective Optimization
  • Use of Infeasible Solutions During Constrained Evolutionary Search: A Short Survey
  • Planning and Scheduling
  • A Differential Evolution Algorithm for Solving Resource Constrained Project Scheduling Problems
  • A hybrid imperialist competitive algorithm for flexible job shop problem
  • Parallel Multi-objective Job Shop Scheduling Using Genetic Programming
  • Optimization of Location Allocation of Web Services Using A Modified Non-dominated Sorting Genetic Algorithm
  • Double Action Genetic Algorithm for Scheduling the Wind-Thermal Generators
  • Feature Selection
  • Investigating Multi-operator Differential Evolution for Feature Selection
  • Coevolutionary Feature Selection and Reconstruction in Neuro-Evolution for Time Series Prediction
  • A Subset Similarity Guided Method for Multi-objective Feature Selection
  • Applications and Games
  • An Evolutionary Optimization Approach to Maximize Runway Throughput Capacity for Hub and Spoke Airports
  • Finite Population Trust Game Replicators
  • Towards Evolved Time to Contact Neurocontrollers for Quadcopters
  • The Effect of Risk Perceived Payoffs in Iterated Interdependent Security Games
  • Genetic Algorithm Based Trading System Design. .