Principles in the Evolutionary Design of Digital Circuits-Part II
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @Article{miller:2000:peddg2,
-
author = "Julian F. Miller and Dominic Job and
Vesselin K. Vassilev",
-
title = "Principles in the Evolutionary Design of Digital
Circuits-Part {II}",
-
journal = "Genetic Programming and Evolvable Machines",
-
year = "2000",
-
volume = "1",
-
number = "3",
-
pages = "259--288",
-
month = jul,
-
keywords = "genetic algorithms, genetic programming, Cartesian
Genetic Programming, evolvable hardware, evolutionary
computing, circuit design, evolutionary algorithms,
digital circuits, fitness landscapes, case based
reasoning, principle extraction",
-
ISSN = "1389-2576",
-
URL = "https://rdcu.be/cT3VV",
-
DOI = "doi:10.1023/A:1010066330916",
-
size = "30 pages",
-
abstract = "In a previous work it was argued that by studying
evolved designs of gradually increasing scale, one
might be able to discern new, efficient, and
generalisable principles of design. These ideas are
tested in the context of designing digital circuits,
particularly arithmetic circuits. This process of
discovery is seen as a principle extraction loop in
which the evolved data is analysed both phenotypically
and genotypically by processes of data mining and
landscape analysis. The information extracted is then
fed back into the evolutionary algorithm to enhance its
search capabilities and hence increase the likelihood
of identifying new principles which explain how to
build systems which are too large to evolve.",
-
notes = "Article ID: 264704",
- }
Genetic Programming entries for
Julian F Miller
Dominic Job
Vesselin K Vassilev
Citations