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Abstract: In this paper we propose an approach to Genetic Programming based on code reuse and we test it in the design of combinational logic circuits at the gate-level. The circuits evolved by our algorithm are compared with circuits produced by human designers, by Particle Swarm Optimization, by an n-cardinality GA and by Cartesian Genetic Programming. (Update)
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BibTeX entry: (Update)
@misc{ lopez-reusing,
author = "Edgar Galvan Lopez",
title = "Reusing Code in Genetic Programming",
url = "citeseer.ist.psu.edu/749195.html" }
Citations (may not include all citations):1053 Genetic Programming: On the Programming of Computers by Mean.. (context) - Koza - 1992
298 Genetic Programming II: Automatic Discovery of Reusable Prog.. (context) - Koza - 1994
296 Logic Minimization Algorithms for VLSI Synthesis (context) - Brayton, Hachtel et al. - 1984
89 Genetic Programming An Introduction (context) - Banzhaf, Nordin et al. - 1998
70 Foundations of Genetic Programming (context) - Langdon, Poli - 2002
46 Genetic Programming III: Darwinian Invention and Problem Sol.. (context) - Koza, Bennet et al. - 1999
40 A way to simplify truth functions (context) - Quine - 1955
26 Designer Genetic Algorithms: Genetic Algorithms in Structure.. - Louis, Rawlins - 1991
25 Principles in the Evolutionary Design of Digital Circuits - .. - Miller, Job et al. - 2000
20 Some Steps Towards a Form of Parallel Distributed Genetic Pr.. - Poli - 1996
20 A map method for synthesis of combinational logic circuits (context) - Karnaugh - 1953
17 Genetic Algorithms as a Computational Tool for Design (context) - Louis - 1993
16 A Divide-and-Conquer Approach to Evolvable Hardware - Torresen - 1998
14 Multiple Interacting Programs: A Representation for Evolving.. - Angeline - 1998
14 Parallel Distributed Genetic Programming - Poli - 1999
12 Neuro-Symbolic and Neural Networks with Parallel Distributed.. (context) - Poli, Symbolic - 1997
6 Use of Evolutionary Techniques to Automate the Design of Com.. - Coello, Christiansen et al. - 2000
6 Evolvable Hardware - The Coming Hardware Design Method (context) - Torresen - 1999
5 A Chart Method for Simplifying Boolean Functions (context) - Veitch - 1952
1 Use of particle swarm optimization to design combinational l.. (context) - Coello, Luna et al. - 2003
1 Minimization of boolean functions (context) - Shannon - 1956
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