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Evolvable Systems - from Biology to Hardware
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This book constitutes the refereed proceedings of the 5th International Conference on Evolvable Systems, ICES 2003, held in Trondheim, Norway in March 2003. The 41 revised full papers presented were carefully reviewed and selected from 58 submissions. The papers are organized in topical sections on evolution, fault tolerance and fault recovery, evolutionary development, POEtic tissue and circuits, applications, evolution of digital circuits, hardware challenges, evolutionary hardware, neural systems, logic design, evolution strategies, and future technologies.
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Evolution.- On Fireflies, Cellular Systems, and Evolware.- A Comparison of Different Circuit Representations for Evolutionary Analog Circuit Design.- Fault Tolerance and Fault Recovery.- Fault Tolerance via Endocrinologic Based Communication for Multiprocessor Systems.- Using Negative Correlation to Evolve Fault-Tolerant Circuits.- A Genetic Representation for Evolutionary Fault Recovery in Virtex FPGAs.- Development.- Biologically Inspired Evolutionary Development.- Building Knowledge into Developmental Rules for Circuit Design.- Evolving Fractal Proteins.- A Developmental Method for Growing Graphs and Circuits.- Developmental Models for Emergent Computation.- Developmental Effects on Tuneable Fitness Landscapes.- POEtic.- POEtic Tissue: An Integrated Architecture for Bio-inspired Hardware.- Ontogenetic Development and Fault Tolerance in the POEtic Tissue.- A Morphogenetic Evolutionary System: Phylogenesis of the POEtic Circuit.- Spiking Neural Networks for Reconfigurable POEtic Tissue.- A Learning, Multi-layered, Hardware Artificial Immune System Implemented upon an Embryonic Array.- Applications 1.- Virtual Reconfigurable Circuits for Real-World Applications of Evolvable Hardware.- Gene Finding Using Evolvable Reasoning Hardware.- Evolvable Fuzzy System for ATM Cell Scheduling.- Evolution of Digital Circuits.- Synthesis of Boolean Functions Using Information Theory.- Evolving Multiplier Circuits by Training Set and Training Vector Partitioning.- Evolution of Self-diagnosing Hardware.- Hardware Challenges.- Routing of Embryonic Arrays Using Genetic Algorithms.- Exploiting Auto-adaptive ?GP for Highly Effective Test Programs Generation.- Speeding up Hardware Evolution: A Coprocessor for Evolutionary Algorithms.- Applications 2.- Automatic Evolution of Signal Separators Using Reconfigurable Hardware.- Distributed Control in Self-reconfigurable Robots.- Co-evolving Complex Robot Behavior.- Evolutionary Hardware.- Evolving Reinforcement Learning-Like Abilities for Robots.- Evolving Image Processing Operations for an Evolvable Hardware Environment.- Hardware Implementation of a Genetic Controller and Effects of Training on Evolution.- Neural Systems.- Real World Hardware Evolution: A Mobile Platform for Sensor Evolution.- Real-Time Reconfigurable Linear Threshold Elements and Some Applications to Neural Hardware.- Simulation of a Neural Node Using SET Technology.- General Purpose Processor Architecture for Modeling Stochastic Biological Neuronal Assemblies.- Logic Design.- Use of Particle Swarm Optimization to Design Combinational Logic Circuits.- A Note on Designing Logical Circuits Using SAT.- Evolutionary Strategies.- Using Genetic Programming to Generate Protocol Adaptors for Interprocess Communication.- Using Genetic Programming and High Level Synthesis to Design Optimized Datapath.- The Effect of the Bulge Loop upon the Hybridization Process in DNA Computing.- Quantum versus Evolutionary Systems. Total versus Sampled Search.

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