Artificial Life IX: Proceedings of the Ninth International Conference on the Simulation and Synthesis of Artificial Life

Cover
Jordan B. Pollack
MIT Press, 2004 - 589 Seiten

Proceedings from the ninth International Conference on Artificial Life; papers by scientists of many disciplines focusing on the principles of organization and applications of complex, life-like systems.

Artificial Life is an interdisciplinary effort to investigate the fundamental properties of living systems through the simulation and synthesis of life-like processes. The young field brings a powerful set of tools to the study of how high-level behavior can arise in systems governed by simple rules of interaction. Some of the fundamental questions include: What are the principles of evolution, learning, and growth that can be understood well enough to simulate as an information process? Can robots be built faster and more cheaply by mimicking biology than by the product design process used for automobiles and airplanes? How can we unify theories from dynamical systems, game theory, evolution, computing, geophysics, and cognition?

The field has contributed fundamentally to our understanding of life itself through computer models, and has led to novel solutions to complex real-world problems across high technology and human society. This elite biennial meeting has grown from a small workshop in Santa Fe to a major international conference. This ninth volume of the proceedings of the international A-life conference reflects the growing quality and impact of this interdisciplinary scientific community.

 

Inhalt

Connecting Transistors and Proteins
9
Designed and Evolved Blueprints For Physical
15
Emergent Robustness and SelfRepair through
21
On Selfreferential Shape Replication in Robust Aerospace Vehicles
27
An Evolving and Developing Cellular Electronic Circuit
33
An Environment for Simulating Kinematic SelfReplicating Machines
39
Towards an evolutionarydevelopmental approach
45
Stepwise evolution of molecular biological coding
51
the beehive rule
286
A lesson from Daisyworld
292
The Rise and Fall of KinCheaters
303
From Daisyworld to Active Perception
309
Measuring Biological Complexity in Digital Organisms
315
The Role of Nearly Neutral Mutations in the Evolution
322
Sustained Evolution from Changing Interaction
328
Towards Visualising
334

Coevolving a robot and its simulator
57
Evolving a modelfree visually guided robot arm
63
Performance Evaluation of Neural Architectures for Sequential Tasks
69
Life in a Pond
75
Evolving Plastic Neural Controllers stabilized
81
A Stigmergic Cooperative MultiRobot Control Architecture
88
Evolving Real Robot Morphologies
94
Functional Freeform Fabrication for Physical Artificial Life
100
GasNets CTRNNs
106
Evolving Simulated Mutually Perceptive Creatures for Combat
113
Information TradeOffs and the Evolution of Sensory Layouts
119
Evolving Flying Creatures with Path Following Behaviors
125
Behaviour makes up for bad vision
133
The Evolution of Control and Adaptation in a 3D Powered
139
Evolving Imitating Agents
146
A Comparison of Population Learning and Cultural Learning
152
A Computation Framework to Simulate
158
Environmental Variability Favors
164
Expressing and Understanding Desires in Language Games
170
The Evolution of AffectRelated Displays Recognition
176
How Cultural Learning
182
Evolution of Plastic Sensorymotor Coupling
188
Song Grammars as Complex Sexual Displays
194
Analogies between Genome and Language Evolution
200
The Effects of Learning on the Evolution
208
Minimum cost and the emergence of the ZipfMandelbrot law
214
Modeling Multicellular and Tumorous Existence
220
Whatever Emerges should be Intrinsically Useful
226
an exploratory design approach
232
A Spatialized GameTheoretic Model
244
QuasiStable States in the IteratedPrisoners Dilemma
250
Logical Tasks for Cellular Automata
256
Complex Genetic Evolution of SelfReplicating Loops
262
Redrawing the Boundary between Organism and Environment
268
Imitation and Inequity in Avoiding the Tragedy of the Commons
274
Competition and Cooperation
280
Sexual reproduction and Mullers ratchet in digital organisms
340
Chaotic Population Dynamics and the Evolution of Aging
346
The Role of NonGenetic Change in the Heritability Variation
352
Ecolab Webworld and selforganisation
358
case solved
364
Niche Construction and the Evolution of Complexity
375
A Model for Exploring Genetic Control of Artificial Amoebae
381
Asymmetric cell division and its integration
387
A Functional Model of Cell Genome
393
Asynchronous Dynamics of an Artificial Genetic Regulatory Network
399
Inertia of Chemotactic Motion as an Emergent Property
410
Selfrepairing and Mobility of a Simple Cell Model
421
Evaluating an Evolutionary Approach
427
Artificial Chemistries
433
A Functional SelfReproducing Cell
444
Metabolic closure in MR Systems
450
Flows of information in spatially extended chemical dynamics
456
An Artificial Chemistry of SelfReplicating Assemblies
466
Towards the Simulation of Reaction Networks in Astrochemistry
472
Homochirality as Fixed Point of Prebiotic Chemistry
478
An Evolvable Artificial Chemistry
484
A Tangled Hierarchy of GraphConstructing Graphs
495
Graded Artificial Chemistry in Restricted Boundaries
501
Spacial Representation for Artificial Chemistry
507
Art and Philosophy
514
A Physiological Approach to the Generation of Artificial Life Forms
522
Mechanistic and ecological explanations
528
Empiricism in Artificial Life
534
Playing Music by Conducting BOID Agents
546
Analyzing Evolved FaultTolerant Neurocontrollers
557
Ant Foraging Revisited
569
Learning Ant Foraging Behaviors
575
Systems Biology Thought Experiments in Human Genetics
581
Author Index
587
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Autoren-Profil (2004)

Jordan Pollack is Associate Professor and Director of the Dynamical and Evolutionary Machine Organization Group in the School of Computer Science at Brandeis University.

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