Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
Genetic programming II: automatic discovery of reusable programs
Genetic programming II: automatic discovery of reusable programs
A macro-cell global router based on two genetic algorithms
EURO-DAC '94 Proceedings of the conference on European design automation
DARWIN: CMOS opamp synthesis by means of a genetic algorithm
DAC '95 Proceedings of the 32nd annual ACM/IEEE Design Automation Conference
Explicitly defined introns and destructive crossover in genetic programming
Advances in genetic programming
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Hardware Evolution: Automatic Design of Electronic Circuits in Reconfigurable Hardware by Artificial Evolution
Logic Minimization Algorithms for VLSI Synthesis
Logic Minimization Algorithms for VLSI Synthesis
Introduction to Switching Theory and Logical Design
Introduction to Switching Theory and Logical Design
Unconstrained Evolution and Hard Consequences
Papers from an international workshop on Towards Evolvable Hardware, The Evolutionary Engineering Approach
Evolvable Systems in Hardware Design: Taxonomy, Survey and Applications
ICES '96 Proceedings of the First International Conference on Evolvable Systems: From Biology to Hardware
Through the Labyrinth Evolution Finds a Way: A Silicon Ridge
ICES '96 Proceedings of the First International Conference on Evolvable Systems: From Biology to Hardware
Evolution of Binary Decision Diagrams for Digital Circuit Design Using Genetic Programming
ICES '96 Proceedings of the First International Conference on Evolvable Systems: From Biology to Hardware
Evolution of a 60 Decibel Op Amp Using Genetic Programming
ICES '96 Proceedings of the First International Conference on Evolvable Systems: From Biology to Hardware
An Evolved Circuit, Intrinsic in Silicon, Entwined with Physics
ICES '96 Proceedings of the First International Conference on Evolvable Systems: From Biology to Hardware
A New Research Tool for Intrinsic Hardware Evolution
ICES '98 Proceedings of the Second International Conference on Evolvable Systems: From Biology to Hardware
Analog Circuits Evolution in Extrinsic and Intrinsic Modes
ICES '98 Proceedings of the Second International Conference on Evolvable Systems: From Biology to Hardware
Stochastic Methods for Transistor Size Optimization of CMOS VLSI Circuits
PPSN IV Proceedings of the 4th International Conference on Parallel Problem Solving from Nature
Machine Learning Approach to Gate-Level Evolvable Hardware
ICES '96 Proceedings of the First International Conference on Evolvable Systems: From Biology to Hardware
A learning system based on genetic adaptive algorithms
A learning system based on genetic adaptive algorithms
An overview of evolutionary algorithms in multiobjective optimization
Evolutionary Computation
Balancing accuracy and parsimony in genetic programming
Evolutionary Computation
Empirical studies of the genetic algorithm with noncoding segments
Evolutionary Computation
Contribution to Design of Complex Mechatronic Systems. An Approach through Evolutionary Optimization
Journal of Intelligent and Robotic Systems
Representations of Evolutionary Electronics
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Intrinsic evolution of digital circuits using evolutionary algorithms
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Evolutionary selection of features for neural sleep/wake discrimination
Journal of Artificial Evolution and Applications - Special issue on artificial evolution methods in the biological and biomedical sciences
Task decomposition and evolvability in intrinsic evolvable hardware
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Open-ended evolution to discover analogue circuits for beyond conventional applications
Genetic Programming and Evolvable Machines
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This work investigates the application of variable length representation (VLR) evolutionary algorithms (EAs) in the field of Evolutionary Electronics. We propose a number of VLR methodologies that can cope with the main issues of variable length evolutionary systems. These issues include the search for efficient ways of sampling a genome space with varying dimensionalities, the task of balancing accuracy and parsimony of the solutions, and the manipulation of non-coding segments. We compare the performance of three proposed VLR approaches to sample the genome space: Increasing Length Genotypes, Oscillating Length Genotypes, and Uniformly Distributed Initial Population strategies. The advantages of reusing genetic material to replace non-coding segments are also emphasized in this work. It is shown, through examples in both analog and digital electronics, that the variable length genotype'srepresentation is natural to this particular domain of application. A brief discussion on biological genome evolution is also provided.