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024 7 _a10.1007/978-3-642-10427-5
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050 4 _aQ334-342
050 4 _aTA347.A78
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072 7 _aCOM004000
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245 1 0 _aArtificial Life: Borrowing from Biology
_h[electronic resource] :
_b4th Australian Conference, ACAL 2009, Melbourne, Australia, December 1-4, 2009, Proceedings /
_cedited by Kevin B. Korb, Marcus Randall, Tim Hendtlass.
250 _a1st ed. 2009.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2009.
300 _aXI, 283 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
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347 _atext file
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490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v5865
505 0 _aAlife Art -- An Empirical Exploration of a Definition of Creative Novelty for Generative Art -- A New Definition of Creativity -- Genetically Optimized Architectural Designs for Control of Pedestrian Crowds -- Game Theory -- Co-evolutionary Learning in the N-player Iterated Prisoner's Dilemma with a Structured Environment -- Evolving Cooperation in the N-player Prisoner's Dilemma: A Social Network Model -- Using Misperception to Counteract Noise in the Iterated Prisoner's Dilemma -- Evolution -- An Analysis and Evaluation of the Saving Capability and Feasibility of Backward-Chaining Evolutionary Algorithms -- Evolutionary Intelligence and Communication in Societies of Virtually Embodied Agents -- Testing Punctuated Equilibrium Theory Using Evolutionary Activity Statistics -- Complex Systems -- Evaluation of the Effectiveness of Machine-Based Situation Assessment -- Experiments with the Universal Constructor in the DigiHive Environment -- Making a Self-feeding Structure by Assembly of Digital Organs -- Towards Tailored Communication Networks in Assemblies of Artificial Cells -- Biological Systems -- A Developmental System for Organic Form Synthesis -- Layered Random Inference Networks -- Modelling Hepatitis B Virus Antiviral Therapy and Drug Resistant Mutant Strains -- Multivesicular Assemblies as Real-World Testbeds for Embryogenic Evolutionary Systems -- Social Modelling -- Designing Adaptive Artificial Agents for an Economic Production and Conflict Model -- Emergent Societal Effects of Crimino-Social Forces in an Animat Agent Model -- Swarm Intelligence -- A Heterogeneous Particle Swarm -- An Analysis of Locust Swarms on Large Scale Global Optimization Problems -- Continuous Swarm Surveillance via Distributed Priority Maps -- Optimization in Fractal and Fractured Landscapes Using LocustSwarms -- Heuristics -- A Hybrid Extremal Optimisation Approach for the Bin Packing Problem -- Feedback of Delayed Rewards in XCS for Environments with Aliasing States -- Memetic Approaches for Optimizing Hidden Markov Models: A Case Study in Time Series Prediction -- The Effects of Different Kinds of Move in Differential Evolution Searches.
520 _aThis 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.
650 0 _aArtificial intelligence.
_93407
650 0 _aComputer simulation.
_95106
650 0 _aBioinformatics.
_99561
650 0 _aImage processing
_xDigital techniques.
_94145
650 0 _aComputer vision.
_9134846
650 0 _aComputer science.
_99832
650 0 _aComputer engineering.
_910164
650 0 _aComputer networks .
_931572
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer Modelling.
_9134847
650 2 4 _aComputational and Systems Biology.
_931619
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_931569
650 2 4 _aTheory of Computation.
_9134848
650 2 4 _aComputer Engineering and Networks.
_9134849
700 1 _aKorb, Kevin B.
_eeditor.
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_9134850
700 1 _aRandall, Marcus.
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_9134851
700 1 _aHendtlass, Tim.
_eeditor.
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_9134852
710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783642104268
776 0 8 _iPrinted edition:
_z9783642104282
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v5865
_9134854
856 4 0 _uhttps://doi.org/10.1007/978-3-642-10427-5
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