- author = "John R. Koza and Forrest H {Bennett III} and David Andre and Martin A. Keane",
- title = "Genetic Programming: Biologically Inspired Computation that Exhibits Creativity in Producing Human-Competitive Results",
- booktitle = "Creative Evolutionary Systems",
- publisher = "Morgan Kaufmann",
- year = "2001",
- editor = "Peter J. Bentley and David W. Corne",
- chapter = "10",
- pages = "275--298",
- month = jul,
- keywords = "genetic algorithms, genetic programming",
- ISBN = "1-55860-673-4",
-
URL = "
http://www.genetic-programming.com/jkpdf/eac2001chapter.pdf",
-
DOI = "
doi:10.1016/B978-155860673-9/50048-3",
-
URL = "
http://www.sciencedirect.com/science/article/B85XH-4P615HB-14/2/f83cb57fb76136659b9bdac031960bf2",
- abstract = "This paper describes a biologically inspired domain-independent technique, called genetic programming, that automatically creates computer programs to solve problems. Starting with a primordial ooze of thousands of randomly created computer programs, genetic programming progressively breeds a population of computer programs over a series of generations using the Darwinian principle of natural selection, recombination (crossover), mutation, gene duplication, gene deletion, and certain mechanisms of developmental biology. The technique is illustrated by applying it to a non-trivial problem involving the automatic synthesis (design) of a lowpass filter circuit. The evolved results are competitive with human-produced solutions to the problem. In fact, four of the automatically created circuits exhibit human-level creativity and inventiveness, as evidenced by the fact that they correspond to four inventions that were patented between 1917 and 1936.",
-
notes = "'version 2001 book chapter consisting of our paper
from the 1999 DIMACS conference.'
\cite{koza:1999:DIMACS}
filter circuit Campbell's patent, Zobel, Cauer, two-lag plant. Part of \cite{Bentley:2002:bookCES}",
