Evolvable Systems: From Biology to Hardware
This book constitutes the strictly refereed post-conference proceedings recording the scientific progress achieved at the First International Conference on Evolvable Systems: From Biology to Hardware, ICES'96, held in Tsukuba, Japan, in October 1996.\ The volume presents 33 revised full papers including several invited contributions surveying the state of the art in this emerging area of research and development. The volume is divided into topical sections on evolware, cellular systems,...
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This book constitutes the strictly refereed post-conference proceedings recording the scientific progress achieved at the First International Conference on Evolvable Systems: From Biology to Hardware, ICES'96, held in Tsukuba, Japan, in October 1996.The volume presents 33 revised full papers including several invited contributions surveying the state of the art in this emerging area of research and development. The volume is divided into topical sections on evolware, cellular systems, engineering applications of evolvable hardware systems, evolutionary robotics, innovative architectures, evolvable systems, evolvable hardware, and genetic programming.
Iconic Learning in Networks of Logical Neurons3Hardware Requirements for Fast Evaluation of Functions Learned by Adaptive Logic Networks17FPGA as a Key Component for Reconfigurable System23Phylogeny, Ontogeny, and Epigenesis: Three Sources of Biological Inspiration for Softening Hardware35Promises and Challenges of Evolvable Hardware55Designing Evolware by Cellular Programming81Online Autonomous Evolware96Speeding-up Digital Ecologies Evolution Using a Hardware Emulator: Preliminary Results107Challenges of Evolvable Systems: Analysis and Future Directions125Functional Organisms Growing on Silicon139Logical Universality and Self-Reproduction in Reversible Cellular Automata152Data Compression Based on Evolvable Hardware169ATM Cell Scheduling by Function Level Evolvable Hardware180An Evolutionary Robot Navigation System Using a Gate-Level Evolvable Hardware195Genetic Evolution of a Logic Circuit which Controls an Autonomous Mobile Robot210Autonomous Robot with Evolving Algorithm Based on Biological Systems220Memory-Based Neural Network and Its Application to a Mobile Robot with Evolutionary and Experience Learning234Multiple Genetic Algorithm Processor for Hardware Optimization249NGEN: A Massively Parallel Reconfigurable Computer for Biological Simulation: Towards a Self-Organizing Computer260Architecture of Cell Array Neuro-Processor277Special-Purpose Brainware Architecture for Data Processing289Evolvable Hardware: An Outlook305Reuse, Parameterized Reuse, and Hierarchical Reuse of Substructures in Evolving Electrical Circuits Using Genetic Programming312Machine Learning Approach to Gate-Level Evolvable Hardware327Evolvable Systems in Hardware Design: Taxonomy, Survey and Applications344From some Tasks to Biology and then to Hardware359Adaptive Equalization of Digital Communication Channels Using Evolvable Hardware379An Evolved Circuit, Intrinsic in Silicon, Entwined with Physics390Through the Labyrinth Evolution Finds a Way: A Silicon Ridge406Hardware Evolution System Introducing Dominant and Recessive Heredity423CAM-Brain: A New Model for ATR's Cellular Automata Based Artificial Brain Project437Evolution of a 60 Decibel Op Amp Using Genetic Programming455Evolution of Binary Decision Diagrams for Digital Circuit Design Using Genetic Programming470Author Index483
