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
Simultaneous evolution of programs and their control structures
Advances in genetic programming
Code Factoring And The Evolution Of Evolvability
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
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
Modularity in genetic programming
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
A multi-chromosome approach to standard and embedded cartesian genetic programming
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Embedded cartesian genetic programming and the lawnmower and hierarchical-if-and-only-if problems
Proceedings of the 8th annual conference on Genetic and evolutionary computation
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
Solving real-valued optimisation problems using cartesian genetic programming
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Comparison of CGP and Age-Layered CGP Performance in Image Operator Evolution
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
Parallel evolution using multi-chromosome cartesian genetic programming
Genetic Programming and Evolvable Machines
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
Changing the genospace: solving GA problems with Cartesian genetic programming
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
Fitness landscape analysis and image filter evolution using functional-level CGP
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
GECCO 2011 tutorial: cartesian genetic programming
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Analytic solutions to differential equations under graph-based genetic programming
EuroGP'10 Proceedings of the 13th 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
Running programs backwards: instruction inversion for effective search in semantic spaces
Proceedings of the 15th annual conference on Genetic and evolutionary computation
GECCO 2013 tutorial: cartesian genetic programming
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
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Embedded Cartesian Genetic Programming (ECGP) is a form of the graph based Cartesian Genetic Programming (CGP) in which modules are automatically acquired and evolved. In this paper we compare the efficiencies of the ECGP and CGP techniques on three classes of problem: digital adders, digital multipliers and digital comparators. We show that in most cases ECGP shows a substantial improvement in performance over CGP and that the computational speedup is more pronounced on larger problems.