Evolutionary morphogenesis for multi-cellular systems
Genetic Programming and Evolvable Machines
A more bio-plausible approach to the evolutionary inference of finite state machines
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Self-modifying cartesian genetic programming
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Phenotypic, developmental and computational resources: scaling in artificial development
Proceedings of the 10th annual conference on Genetic and evolutionary computation
ICES '08 Proceedings of the 8th international conference on Evolvable Systems: From Biology to Hardware
A Developmental Gene Regulation Network for Constructing Electronic Circuits
ICES '08 Proceedings of the 8th international conference on Evolvable Systems: From Biology to Hardware
Discovery and Investigation of Inherent Scalability in Developmental Genomes
ICES '08 Proceedings of the 8th international conference on Evolvable Systems: From Biology to Hardware
The challenge of irrationality: fractal protein recipes for PI
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
A three-step decomposition method for the evolutionary design of sequential logic circuits
Genetic Programming and Evolvable Machines
Self modifying cartesian genetic programming: parity
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Investigating the effect of regulatory decisions in a development model
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
The discrete dynamics of developmental systems
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
The importance of search space dimensionality in a computational model of embryogeny
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Design of electronic circuits using a divide-and-conquer approach
ICES'07 Proceedings of the 7th international conference on Evolvable systems: from biology to hardware
ICES'07 Proceedings of the 7th international conference on Evolvable systems: from biology to hardware
Developments in Cartesian Genetic Programming: self-modifying CGP
Genetic Programming and Evolvable Machines
SMCGP2: self modifying cartesian genetic programming in two dimensions
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Evolvable hardware design based on a novel simulated annealing in an embedded system
Concurrency and Computation: Practice & Experience
On the Evolution of Hardware Circuits via Reconfigurable Architectures
ACM Transactions on Reconfigurable Technology and Systems (TRETS)
A module-level three-stage approach to the evolutionary design of sequential logic circuits
Genetic Programming and Evolvable Machines
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The scalability problem is a major impediment to the use of hardware evolution for real-world circuit design problems. A potential solution is to model the map between genotype and phenotype on biological development. Although development has been shown to improve scalability for a few toy problems, it has not been demonstrated for any circuit design problems. This paper presents such a demonstration for two problems, the n-bit adder with carry and even n-bit parity problems, and shows that development imposes, and benefits from, fewer constraints on evolutionary innovation than other approaches to scalability.