Evolving recursive functions for the even-parity problem using genetic programming
Advances in genetic programming
Genetic Programming III: Darwinian Invention & Problem Solving
Genetic Programming III: Darwinian Invention & Problem Solving
Shrinking the Genotype: L-systems for EHW?
ICES '01 Proceedings of the 4th International Conference on Evolvable Systems: From Biology to Hardware
Proceedings of the European Conference on Genetic Programming
Neutrality and the Evolvability of Boolean Function Landscape
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
Scalability Problems of Digital Circuit Evolution: Evolvability and Efficient Designs
EH '00 Proceedings of the 2nd NASA/DoD workshop on Evolvable Hardware
Circuit Morphologies and Ontogenies
EH '02 Proceedings of the 2002 NASA/DoD Conference on Evolvable Hardware (EH'02)
Towards Development in Evolvable Hardware
EH '02 Proceedings of the 2002 NASA/DoD Conference on Evolvable Hardware (EH'02)
A comparison between cellular encoding and direct encoding for genetic neural networks
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
IEEE Transactions on Neural Networks
Graph grammar encoding and evolution of automata networks
ACSC '05 Proceedings of the Twenty-eighth Australasian conference on Computer Science - Volume 38
Providing information from the environment for growing electronic circuits through polymorphic gates
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Evolutionary Design of Arbitrarily Large Sorting Networks Using Development
Genetic Programming and Evolvable Machines
Towards Development on a Silicon-based Cellular Computing Machine
Natural Computing: an international journal
Self-modifying cartesian genetic programming
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Hierarchical genetic programming based on test input subsets
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Cellular Automata-Based Development of Combinational and Polymorphic Circuits: A Comparative Study
ICES '08 Proceedings of the 8th international conference on Evolvable Systems: From Biology to Hardware
Learning General Solutions through Multiple Evaluations during Development
ICES '08 Proceedings of the 8th international conference on Evolvable Systems: From Biology to Hardware
Instruction-based development: From evolution to generic structures of digital circuits
International Journal of Knowledge-based and Intelligent Engineering Systems - Adaptive Hardwarel / Evolvable Hardware
Practical and scalable evolution of digital circuits
Applied Soft Computing
Self Modifying Cartesian Genetic Programming: Fibonacci, Squares, Regression and Summing
EuroGP '09 Proceedings of the 12th European Conference on Genetic Programming
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Self modifying cartesian genetic programming: parity
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Self-adaptive focusing of evolutionary effort in hierarchical genetic programming
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Layered learning in boolean GP problems
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
The performance of a selection architecture for genetic programming
EuroGP'08 Proceedings of the 11th European conference on Genetic programming
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Developments in Cartesian Genetic Programming: self-modifying CGP
Genetic Programming and Evolvable Machines
A new method to find developmental descriptions for digital circuits
ICES'10 Proceedings of the 9th international conference on Evolvable systems: from biology to hardware
Sorting network development using cellular automata
ICES'10 Proceedings of the 9th international conference on Evolvable systems: from biology to hardware
SMCGP2: self modifying cartesian genetic programming in two dimensions
Proceedings of the 13th annual conference on Genetic and evolutionary computation
GECCO 2011 tutorial: cartesian genetic programming
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Challenges of evolvable hardware: past, present and the path to a promising future
Genetic Programming and Evolvable Machines
Developmental evaluation in genetic programming: the preliminary results
EuroGP'06 Proceedings of the 9th European conference on Genetic Programming
GECCO 2012 tutorial: cartesian genetic programming
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
A module-level three-stage approach to the evolutionary design of sequential logic circuits
Genetic Programming and Evolvable Machines
GECCO 2013 tutorial: cartesian genetic programming
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
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A review is given of approaches to growing neural networks and electronic circuits. A new method for growing graphs and circuits using a developmental process is discussed. The method is inspired by the view that the cell is the basic unit of biology. Programs that construct circuits are evolved to build a sequence of digital circuits at user specified iterations. The programs can be run for an arbitrary number of iterations so circuits of huge size could be created that could not be evolved. It is shown that the circuit building programs are capable of correctly predicting the next circuit in a sequence of larger even parity functions. The new method however finds building specific circuits more difficult than a non-developmental method.