Genetic Programming: 20th European Conference, EuroGP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings
- ISBN-10
- 3319556967
- ISBN-13
- 9783319556963
- Series
- Genetic Programming
- Category
- Computers
- Pages
- 359
- Language
- English
- Published
- 2017-03-14
- Publisher
- Springer
- Authors
- James McDermott, Lukas Sekanina, Pablo García-Sánchez
Description
This book constitutes the refereed proceedings of the 20th European Conference on Genetic Programming, EuroGP 2017, held in Amsterdam, The Netherlands, in April 2017, co-located with the Evo* 2017 events, EvoCOP, EvoMUSART, and EvoApplications. The 14 revised full papers presented together with 8 poster papers were carefully reviewed and selected from 32 submissions. The wide range of topics in this volume reflects the current state of research in the field. Thus, we see topics and applications including program synthesis, genetic improvement, grammatical representations, self-adaptation, multi-objective optimisation, program semantics, search landscapes, mathematical programming, games, operations research, networks, evolvable hardware, and program synthesis benchmarks.
Get the book
Other editions
-
- 2019-04-10
- 295 pages
- Ebook
- Springer
-
- 2013-03-14
- 277 pages
- Ebook
- Springer
-
- 2003-07-31
- 340 pages
- Ebook
- Springer
-
- 2008-03-14
- 373 pages
- Paperback
- Springer Science & Business Media
Similar books
-
A Field Guide to Genetic Programming
This unique overview of this exciting technique is written by three of the most active scientists in GP. See www.gp-field-guide.org.uk for more information on the book.
-
Genetic Programming: On the Programming of Computers by Means of Natural Selection
By John R. Koza... California · Ken Marko of the Scientific Research Laboratories of Ford Motor Company , Dearborn , Michigan · John Miller of Carnegie - Mellon University · Melanie Mitchell of the University of Michigan • Howard Oakley of the Isle ...
-
Genetic Programming IV: Routine Human-Competitive Machine Intelligence
By John R. Koza, Martin A. Keane, Matthew J. StreeterAlso reprinted in Meltzer , B. and Michie , D. ( editors ) . 1969. Machine Intelligence 5. ... Rockville , MD : Computer Science Press . Van Valkenburg , M. E. 1982. ... Williams , Arthur B. and Taylor , Fred J. 1995.
-
Research Anthology on Multi-Industry Uses of Genetic Programming and Algorithms
By Management Association, Information ResourcesThis book is ideal for academicians, biological engineers, computer programmers, scientists, researchers, and upper-level students seeking the latest research on genetic programming.
-
Foundations of Genetic Programming
By William B. Langdon, Riccardo Poli... a reasonable first approximation of the behaviour of GP with one-point crossover. Stephens and Waelbroeck analysed their schema theorem (cf. Equation (5.3) page 73) and claim that the presence of the terms (equivalent to) p(L(H, i.) ...
-
An Introduction to Genetic Algorithms
By Melanie Mitchell5 from unit : 1 2 3 4 5 to unit : 1 000 00 2 0 0 0 0 0 3 LLOOO 4 L L 0 0 0 5 0 0 L L 0 3 4 1 2 chromosome : 0000000000110001100000110 Figure 2.21 An illustration of Miller , Todd , and Hegde's representation scheme .
-
Handbook of Genetic Programming Applications
By Conor Ryan, Amir H. Gandomi, Amir H. AlaviThis contributed volume, written by leading international researchers, reviews the latest developments of genetic programming (GP) and its key applications in solving current real world problems, such as energy conversion and management, ...
-
Genetic Programming and Data Structures: Genetic Programming + Data Structures = Automatic Programming!
By W.B. LangdonThis book shows that abstract data types can be similarly beneficial to the automatic production of programs using GP. Genetic Programming and Data Structures: Genetic Programming + Data Structures = Automatic Programming! shows how ...
-
Genetic Programming and Data Structures: Genetic Programming + Data Structures = Automatic Programming!
By William B. LangdonSiegel, E. V. (1994). ... Genetic programming with C++. BYTE, pages 171–176. ... In Siegel, E. V. and Koza, J. R., editors, Working Notes for the AAAI Symposium on Genetic Programming, pages 99-105, MIT, Cambridge, MA, USA. AAAI.
-
Genetic Programming Theory and Practice X
By Marylyn D Ritchie, Rick Riolo, Ekaterina VladislavlevaThese contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of ...