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Cartesian Genetic Programming (CGP) is a highly effective and
increasingly popular form of genetic programming. It represents
programs in the form of directed graphs, and a particular
characteristic is that it has a highly redundant genotype-phenotype
mapping, in that genes can be noncoding. It has spawned a number of
new forms, each improving on the efficiency, among them modular, or
embedded, CGP, and self-modifying CGP. It has been applied to many
problems in both computer science and applied sciences. This book
contains chapters written by the leading figures in the development
and application of CGP, and it will be essential reading for
researchers in genetic programming and for engineers and scientists
solving applications using these techniques. It will also be useful
for advanced undergraduates and postgraduates seeking to understand
and utilize a highly efficient form of genetic programming.
Cartesian Genetic Programming (CGP) is a highly effective and
increasingly popular form of genetic programming. It represents
programs in the form of directed graphs, and a particular
characteristic is that it has a highly redundant genotype-phenotype
mapping, in that genes can be noncoding. It has spawned a number of
new forms, each improving on the efficiency, among them modular, or
embedded, CGP, and self-modifying CGP. It has been applied to many
problems in both computer science and applied sciences. This book
contains chapters written by the leading figures in the development
and application of CGP, and it will be essential reading for
researchers in genetic programming and for engineers and scientists
solving applications using these techniques. It will also be useful
for advanced undergraduates and postgraduates seeking to understand
and utilize a highly efficient form of genetic programming.
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Genetic Programming - 5th European Conference, EuroGP 2002, Kinsale, Ireland, April 3-5, 2002. Proceedings (Paperback, 2002 ed.)
James A. Foster, Evelyne Lutton, Julian F. Miller, Conor Ryan, Andra G B Tezzamanzi
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R1,694
Discovery Miles 16 940
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Ships in 10 - 15 working days
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This book constitutes the refereed proceedings of the 5th European Conference on Genetic Programming, EuroGP 2002, held in Kinsale, Ireland, in April 2002.The 18 revised full papers and 14 posters presented were carefully reviewed and selected from 42 submissions. All current aspects of genetic programming and genetic algorithms are addressed, ranging from theoretical and foundational issues to applications in a variety of fields.
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Genetic Programming - 4th European Conference, EuroGP 2001 Lake Como, Italy, April 18-20, 2001 Proceedings (Paperback, 2001 ed.)
Julian F. Miller, Marco Tomassini, Pier Luca Lanzi, Conor Ryan, Andrea G.B. Tettamanzi, …
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R1,588
Discovery Miles 15 880
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Ships in 10 - 15 working days
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This book constitutes the refereed proceedings of the 4th European Conference on Genetic Programming, EuroGP 2001, held at Lake Como, Italy in April 2001.The 17 revised full papers and 13 research posters presented were carefully reviewed and selected during a rigorous double-blind refereeing process out of 42 submissions. All current aspects of genetic programming are addressed, ranging from theoretical and foundational issues to applications in a variety of fields such as robotics, artificial retina, character recognition, financial prediction, digital filter and electronic circuit design, image processing, data fusion, and bio-sequencing.
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Evolvable Systems: From Biology to Hardware - Third International Conference, ICES 2000, Edinburgh, Scotland, UK, April 17-19, 2000 Proceedings (Paperback, 2000 ed.)
Julian F. Miller, Adrian Thompson, Peter Thomson, Terence C. Fogarty
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R1,662
Discovery Miles 16 620
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Ships in 10 - 15 working days
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This book constitutes the refereed proceedings of the Third
International Conference on Evolvable Systems: From Biology to
Hardware, ICES 2000, held in Edinburgh, Scotland, UK, in April
2000.
The 27 revised full papers presented were carefully reviewed and
selected for inclusion in the proceedings. Among the topics covered
are evaluation of digital systems, evolution of analog systems,
embryonic electronics, bio-inspired systems, artificial neural
networks, adaptive robotics, adaptive hardware platforms, molecular
computing, reconfigurable systems, immune systems, and self-repair.
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Genetic Programming - European Conference, EuroGP 2000 Edinburgh, Scotland, UK, April 15-16, 2000 Proceedings (Paperback, 2000 ed.)
Riccardo Poli, Wolfgang Banzhaf, William B. Langdon, Julian F. Miller, Peter Nordin, …
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R1,581
Discovery Miles 15 810
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Ships in 10 - 15 working days
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This volume contains the proceedings of EuroGP 2000, the European
Conf- ence on Genetic Programming, held in Edinburgh on the 15th
and 16th April 2000. This event was the third in a series which
started with the two European workshops: EuroGP'98, held in Paris
in April 1998, and EuroGP'99, held in Gothenburg in May 1999.
EuroGP 2000 was held in conjunction with EvoWo- shops 2000 (17th
April) and ICES 2000 (17th-19th April). Genetic Programming (GP) is
a growing branch of Evolutionary Compu- tion in which the
structures in the population being evolved are computer p- grams.
GP has been applied successfully to a large number of di?cult
problems like automatic design, pattern recognition, robotic
control, synthesis of neural networks, symbolic regression, music
and picture generation, biomedical app- cations, etc. In recent
years,even human-competitive results have been achieved by a number
of groups. EuroGP 2000, the ?rst evolutionary computation
conference of the new m- lennium, was the biggest event devoted to
genetic programming to be held in Europe in 2000. It was a high
quality conference where state-of-the-art work on the theory of GP
and applications of GP to real world problems was presented.
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