Page 185 - 49A Field Guide to Genetic Programming
P. 185
BIBLIOGRAPHY 171
F. H. Bennett, III. Automatic creation of an efficient multi-agent architecture using
genetic programming with architecture-altering operations. In J. R. Koza, et al.,
editors, Genetic Programming 1996: Proceedings of the First Annual Conference,
pages 30–38, Stanford University, CA, USA, 28–31 July 1996. MIT Press. URL
http://cognet.mit.edu/library/books/view?isbn=0262611279. GPBiB
F. H. Bennett, III, J. R. Koza, J. Shipman, and O. Stiffelman. Building a parallel computer
system for $18,000 that performs a half peta-flop per day. In W. Banzhaf, et al., editors,
Proceedings of the Genetic and Evolutionary Computation Conference, volume 2, pages
1484–1490, Orlando, Florida, USA, 13-17 July 1999. Morgan Kaufmann. ISBN 1-
55860-611-4. URL http://www.genetic-programming.com/jkpdf/gecco1999beowulf.
pdf. GPBiB
H.-G. Beyer, U.-M. O’Reilly, D. V. Arnold, W. Banzhaf, C. Blum, E. W. Bonabeau,
E. Cantu-Paz, D. Dasgupta, K. Deb, J. A. Foster, E. D. de Jong, H. Lipson, X. Llora,
S. Mancoridis, M. Pelikan, G. R. Raidl, T. Soule, A. M. Tyrrell, J.-P. Watson, and
E. Zitzler, editors. GECCO 2005: Proceedings of the 2005 conference on Genetic
and evolutionary computation, Washington DC, USA, 25-29 June 2005. ACM Press.
ISBN 1-59593-010-8. URL http://portal.acm.org/citation.cfm?id=1068009&jmp=
cit&coll=GUIDE&dl=GUIDE&CFID=48779769&CFTOKEN=55479664#supp. GPBiB
B. Bhanu, Y. Lin, and K. Krawiec. Evolutionary Synthesis of Pattern Recognition Sys-
tems. Monographs in Computer Science. Springer-Verlag, New York, 2005. ISBN
0-387-21295-7. URL http://www.springer.com/west/home/computer/imaging?SGWID=
4-149-22-39144807-detailsPage=ppmmedia|aboutThisBook. GPBiB
A. S. Bickel and R. W. Bickel. Tree structured rules in genetic algorithms. In J. J. Grefen-
stette, editor, Genetic Algorithms and their Applications: Proceedings of the second
International Conference on Genetic Algorithms, pages 77–81, MIT, Cambridge, MA,
USA, 28-31 July 1987. Lawrence Erlbaum Associates. GPBiB
S. Bleuler, M. Brack, L. Thiele, and E. Zitzler. Multiobjective genetic programming:
Reducing bloat using SPEA2. In Proceedings of the 2001 Congress on Evolutionary
Computation CEC2001, pages 536–543, COEX, World Trade Center, 159 Samseong-
dong, Gangnam-gu, Seoul, Korea, 27-30 May 2001. IEEE Press. ISBN 0-7803-6658-1.
URL ftp://ftp.tik.ee.ethz.ch/pub/people/zitzler/BBTZ2001b.ps.gz. GPBiB
T. Blickle. Theory of Evolutionary Algorithms and Application to System Synthesis.
PhD thesis, Swiss Federal Institute of Technology, Zurich, November 1996. URL http:
//www.handshake.de/user/blickle/publications/diss.pdf. GPBiB
W. Bohm and A. Geyer-Schulz. Exact uniform initialization for genetic programming.
In R. K. Belew and M. Vose, editors, Foundations of Genetic Algorithms IV, pages
379–407, University of San Diego, CA, USA, 3–5 August 1996. Morgan Kaufmann.
ISBN 1-55860-460-X. GPBiB
C. C. Bojarczuk, H. S. Lopes, and A. A. Freitas. Genetic programming for knowledge dis-
covery in chest-pain diagnosis. IEEE Engineering in Medicine and Biology Magazine,
19(4):38–44, July-August 2000. ISSN 0739-5175. URL http://ieeexplore.ieee.org/
iel5/51/18543/00853480.pdf. GPBiB
P. A. N. Bosman and E. D. de Jong. Grammar transformations in an EDA for genetic
programming. In R. Poli, et al., editors, GECCO 2004 Workshop Proceedings, Seattle,
Washington, USA, 26-30 June 2004a. URL http://www.cs.bham.ac.uk/~wbl/biblio/
gecco2004/WOBU001.pdf. GPBiB
100 1000 2
Avg Size Avg Fitness sin(x)
Best Fitness GP (gen=1)
90
1.5
80
1
70
100
0.5
60
Generation 1 Average Size 50 Fitness 0
40 -0.5
10
30
(see Sec. B.4) 20 -1
-1.5
10
1 -2
0 20 40 60 80 100 0 20 40 60 80 100 0 1 2 3 4 5 6
Generations Generations x