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E-raamat: Artificial Life: Borrowing from Biology: 4th Australian Conference, ACAL 2009, Melbourne, Australia, December 1-4, 2009, Proceedings

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This book constitutes the refereed proceedings of the 4th Australian Conference on Artificial Life, ACAL 2009, held in Melbourne, Australia, in December 2009. The 27 revised full papers presented were carefully reviewed and selected from 60 submissions. Research in Alife covers the main areas of biological behaviour as a metaphor for computational models, computational models that reproduce/duplicate a biological behaviour, and computational models to solve biological problems. Thus, Alife features analyses and understanding of life and nature and helps modeling biological systems or solving biological problems. The papers are organized in topical sections on alife art, game theory, evolution, complex systems, biological systems, social modelling, swarm intelligence, and heuristics.
Alife Art
An Empirical Exploration of a Definition of Creative Novelty for Generative Art
1(10)
Taras Kowaliw
Alan Dorin
Jon McCormack
A New Definition of Creativity
11(11)
Alan Dorin
Kevin B. Korb
Genetically Optimized Architectural Designs for Control of Pedestrain Crowds
22(10)
Pradyumn Kumar Shukla
Game Theory
Co-evolutionary Learning in the N-player Iterated Prisoner's Dilemma with a Structured Environment
32(11)
Raymond Chiong
Michael Kirley
Evolving Cooperation in the N-player Prisoner's Dilemma: A Social Network Model
43(10)
Golriz Rezaei
Michael Kirley
Jens Pfau
Using Misperception to Counteract Noise in the Iterated Prisoner's Dilemma
53(10)
Lachlan Brumley
Kevin B. Korb
Carlo Kopp
Evolution
An Analysis and Evaluation of the Saving Capability and Feasibility of Backward-Chaining Evolutionary Algorithms
63(10)
Huayang Xie
Mengjie Zhang
Evolutionary Intelligence and Communication in Societies of Virtually Embodied Agents
73(13)
Binh Nguyen
Andrew Skabar
Testing Punctuated Equilibrium Theory Using Evolutionary Activity Statistics
86(10)
O.G. Woodberry
K.B. Korb
A.E. Nicholson
Complex Systems
Evaluation of the Effectiveness of Machine-Based Situation Assessment
96(10)
David M. Lingard
Dale A. Lambert
Experiments with the Universal Constructor in the DigiHive Environment
106(10)
Rafal Sienkiewicz
Making a Self-feeding Structure by Assembly of Digital Organs
116(10)
Sylvain Cussat-Blanc
Herve Luga
Yves Duthen
Towards Tailored Communication Networks in Assemblies of Artificial Cells
126(10)
Maik Hadorn
Bo Burla
Peter Eggenberger Hotz
Biological Systems
A Developmental System for Organic Form Synthesis
136(13)
Benjamin Porter
Layered Random Inference Networks
149(10)
David M. Lingard
Modelling Hepatitis B Virus Antiviral Therapy and Drug Resistant Mutant Strains
159(10)
Julie Bernal
Trevor Dix
Lloyd Allison
Angeline Bartholomeusz
Lilly Yuen
Multivesicular Assemblies as Real-World Testbeds for Embryogenic Evolutionary Systems
169(10)
Maik Hadorn
Peter Eggenberger Hotz
Social Modelling
Designing Adaptive Artificial Agents for an Economic Production and Conflict Model
179(12)
Behrooz Hassani M
Brett W. Parris
Emergent Societal Effects of Crimino-Social Forces in an Animat Agent Model
191(10)
Chris J. Scogings
Ken A. Hawick
Swarm Intelligence
A Heterogeneous Particle Swarm
201(10)
Luke Cartwright
Tim Hendtlass
An Analysis of Locust Swarms on Large Scale Global Optimization Problems
211(10)
Stephen Chen
Continuous Swarm Surveillance via Distributed Priority Maps
221(11)
David Howden
Optimization in Fractal and Fractured Landscapes Using Locust Swarms
232(10)
Stephen Chen
Vincent Lupien
Heuristics
A Hybrid Extremal Optimisation Approach for the Bin Packing Problem
242(10)
Pedro Gomez-Meneses
Marcus Randall
Feedback of Delayed Rewards in XCS for Environments with Aliasing States
252(10)
Kuang-Yuan Chen
Peter A. Lindsay
Memetic Approaches for Optimizing Hidden Markov Models: A Case Study in Time Series Prediction
262(10)
Lam Thu Bui
Michael Barlow
The Effects of Different Kinds of Move in Differential Evolution Searches
272(11)
James Montgomery
Author Index 283