Artificial life and computational intelligence : third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, January 31-February 2, 2017, Proceedings
- Responsibility
- Markus Wagner, Xiaodong Li, Tim Hendtlass (eds.).
- Digital
- text file; PDF
- Publication
- Cham, Switzerland : Springer, 2017.
- Physical description
- 1 online resource (xiii, 392 pages) : illustrations
- Series
- Lecture notes in computer science. Lecture notes in artificial intelligence ; 10142.
- LNCS sublibrary. SL 7, Artificial intelligence.
Online
Available online
More options
Description
Creators/Contributors
- Meeting
- ACALCI (Conference) (3rd : 2017 : Geelong, Vic.)
- Contributor
- Wagner, Markus, editor.
- Li, Xiaodong, Ph. D., editor.
- Hendtlass, Tim, 1945- editor.
Contents/Summary
- Contents
-
- Artificial Life and Computational Intelligence.- Extending the Delaunay Triangulation Based Density Measurement to Many-objective Optimization.- Emotion, Trustworthiness and Altruistic Punishment in a Tragedy of the Commons Social Dilemma.- Equity Option Strategy Discovery and Optimization Using a Memetic Algorithm.- Co-Evolving Line Drawings with Hierarchical Evolution.- Reliability estimation of individual multi-target regression predictions.- Feedback Modulated Attention Within a Predictive Framework.- A Batch Infill Strategy for Computationally Expensive Optimization Problems.- Automatic Clustering and Summarisation of Microblogs: A Multi-Subtopic Phrase Reinforcement Algorithm.- Generation and exploration of architectural form using a composite Cellular Automata.- Wrapper Feature Construction for Figure-ground Image Segmentation Using Genetic Programming.- Surrogate-assisted Multi-swarm Particle Swarm Optimization of Morphing Airfoils.- Applying Dependency Patterns in Causal Discovery of Latent Variable Models.- An Evolutionary Multi-criteria Journey Planning Algorithm for Multi-modal Transportation Networks.- Estimating Passenger Preferences Using Implicit Relevance Feedback for Personalized Journey.- Quantitative Assessment of Hearts Function: A Hybrid Mechanism for Left Ventricles Segmentation from Cine MRI Sequences.- A Hybrid feature selection scheme based on local compactness and global separability for improving roller bearing diagnostic performance.- Reliable Fault Diagnosis of Bearings Using Distance and Density Similarity on an Enhanced k-NN.- Towards Solving TSPN with Arbitrary Neighborhoods: A Hybrid Solution.- Detectable Genetic Algorithms-based techniques for solving Dynamic Optimisation Problem with Unknown Active Variables.- Neighbourhood analysis: a case study on Google Machine Reassignment Problem.- Optimisation Algorithms and Applications.- Multi-Objective Optimisation with Multiple Preferred Regions.- An Adaptive Memetic Algorithm for the Architecture Optimisation Problem.- Resource Constrained Job Scheduling with Parallel Constraint-based ACO.- An Iterated Local Search with Guided Perturbation for the Heterogeneous Fleet Vehicle Routing Problem with Time Windows and Three-Dimensional Loading Constraints.- A Memetic Cooperative Co-evolution Model for Large Scale Continuous Optimization.- Investigating the Generality of Genetic Programming based Hyper-heuristic Approach to Dynamic Job Shop Scheduling with Machine Breakdown.- Exploratory Analysis of Clustering Problems Using a Comparison of Particle Swarm Optimization and Differential Evolution.- A PSO-based Reference Point Adaption Method for Genetic Programming Hyper-heuristic in Many-Objective Job Shop Scheduling.- Optimal power allocation of wireless sensor networks with multi-operator based constrained differential evolution.- CEMAB: A Cross-Entropy-based Method for Large-Scale Multi-Armed Bandits.- Binary PSO for Web Service Location-Allocation.- A MOEA/D with Non-uniform Weight Vector Distribution Strategy for Solving the Unit Commitment Problem in Uncertain Environment.
- (source: Nielsen Book Data)
- Publisher's summary
-
This book constitutes the refereed proceedings of the Third Australasian Conference on Artificial Life and Computational Intelligence, ACALCI 2017, held in Geelong, VIC, Australia, in January/February 2017. The 32 papers presented in this volume were carefully reviewed and selected from 47 submissions. They were organized in topical sections named: artificial life and computational intelligence and optimization algorithms and applications. .
(source: Nielsen Book Data)
Subjects
- Subjects
- Computational intelligence > Congresses.
- Artificial life > Congresses.
- Algorithms & data structures.
- User interface design & usability.
- Pattern recognition.
- Image processing.
- Information retrieval.
- Artificial intelligence.
- Computers > Programming > Algorithms.
- Computers > Machine Theory.
- Computers > Computer Vision & Pattern Recognition.
- Computers > Computer Graphics.
- Computers > Information Technology.
- Computers > Intelligence (AI) & Semantics.
- Artificial life.
- Computational intelligence.
Bibliographic information
- Publication date
- 2017
- Title variation
- ACALCI 2017
- Series
- Lecture notes in artificial intelligence, 0302-9743 ; 10142
- LNCS sublibrary. SL 7, Artificial intelligence
- Note
- International conference proceedings.
- Includes author index.
- In
- Springer eBooks
- ISBN
- 9783319516912 (electronic bk.)
- 3319516914 (electronic bk.)
- 3319516906
- 9783319516905
- 9783319516905 (print)
- DOI
- 10.1007/978-3-319-51691-2
Browse related items
Start at call number:
