Page 235 - 49A Field Guide to Genetic Programming
P. 235
BIBLIOGRAPHY 221
M.-L. Wong, T.-T. Wong, and K.-L. Fok. Parallel evolutionary algorithms on graphics
processing unit. In D. Corne, et al., editors, Proceedings of the 2005 IEEE Congress on
Evolutionary Computation, volume 3, pages 2286–2293, Edinburgh, Scotland, UK, 2-5
September 2005. IEEE Press. ISBN 0-7803-9363-5. URL http://ieeexplore.ieee.
org/servlet/opac?punumber=10417&isvol=3.
A. M. Woodward, R. J. Gilbert, and D. B. Kell. Genetic programming as an ana-
lytical tool for non-linear dielectric spectroscopy. Bioelectrochemistry and Bioener-
getics, 48(2):389–396, 1999. URL http://www.sciencedirect.com/science/article/
B6TF7-3WJ72RJ-T/2/19fd01a6eb6ae0b8e12b2bb2218fb6e9. GPBiB
S. Wright. The roles of mutation, inbreeding, crossbreeding and selection in evolution.
In D. F. Jones, editor, Proceedings of the Sixth International Congress on Genetics,
volume 1, pages 356–366, 1932.
H. Xie, M. Zhang, and P. Andreae. Genetic programming for automatic stress detection
in spoken english. In F. Rothlauf, et al., editors, Applications of Evolutionary Com-
puting, EvoWorkshops2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoInter-
action, EvoMUSART, EvoSTOC, volume 3907 of LNCS, pages 460–471, Budapest, 10-
12 April 2006. Springer Verlag. ISBN 3-540-33237-5. URL http://www.springerlink.
com/openurl.asp?genre=article&issn=0302-9743&volume=3907&spage=460. GPBiB
L. Yamamoto and C. F. Tschudin. Experiments on the automatic evolution of protocols
using genetic programming. In I. Stavrakakis and M. Smirnov, editors, Autonomic
Communication, Second International IFIP Workshop, WAC 2005, Revised Selected
Papers, volume 3854 of Lecture Notes in Computer Science, pages 13–28, Athens,
Greece, October 2-5 2005. Springer. ISBN 3-540-32992-7. URL http://cn.cs.unibas.
ch/people/ly/doc/wac2005-lyct.pdf. GPBiB
D. Yamashiro, T. Yoshikawa, and T. Furuhashi. Visualization of search process and
improvement of search performance in multi-objective genetic algorithm. In G. G. Yen,
et al., editors, Proceedings of the 2006 IEEE Congress on Evolutionary Computation,
pages 1151–1156, Vancouver, BC, Canada, 16-21 July 2006. IEEE Press. ISBN 0-7803-
9487-9. URL http://ieeexplore.ieee.org/servlet/opac?punumber=11108.
K. Yanai and H. Iba. Estimation of distribution programming based on bayesian network.
In R. Sarker, et al., editors, Proceedings of the 2003 Congress on Evolutionary Compu-
tation CEC2003, pages 1618–1625, Canberra, 8-12 December 2003. IEEE Press. ISBN
0-7803-7804-0. URL http://www.iba.k.u-tokyo.ac.jp/papers/2003/yanaiCEC2003.
pdf. GPBiB
K. Yanai and H. Iba. Program evolution by integrating EDP and GP. In K. Deb, et al.,
editors, Genetic and Evolutionary Computation – GECCO-2004, Part I, volume 3102
of Lecture Notes in Computer Science, pages 774–785, Seattle, WA, USA, 26-30 June
2004. Springer-Verlag. ISBN 3-540-22344-4. URL http://www.iba.k.u-tokyo.ac.jp/
papers/2004/yanaiGECCO2004.pdf. GPBiB
M. Yangiya. Efficient genetic programming based on binary decision diagrams. In 1995
IEEE Conference on Evolutionary Computation, volume 1, pages 234–239, Perth, Aus-
tralia, 29 November - 1 December 1995. IEEE Press. GPBiB
X. Yao, E. Burke, J. A. Lozano, J. Smith, J. J. Merelo-Guerv´os, J. A. Bullinaria, J. Rowe,
P. T. A. Kab´an, and H.-P. Schwefel, editors. Parallel Problem Solving from Na-
ture - PPSN VIII, volume 3242 of LNCS, Birmingham, UK, 18-22 September 2004.
Springer-Verlag. ISBN 3-540-23092-0. URL http://www.springerlink.com/openurl.
asp?genre=issue&issn=0302-9743&volume=3242. GPBiB
100 1000 2
Avg Size Avg Fitness sin(x)
Best Fitness GP (gen=78)
90
1.5
80
1
70
100
0.5
60
Generation 78 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