Page 209 - 49A Field Guide to Genetic Programming

BIBLIOGRAPHY 195

W. B. Langdon and J. P. Nordin. Seeding GP populations. In R. Poli, et al., editors,
Genetic Programming, Proceedings of EuroGP’2000, volume 1802 of LNCS, pages 304–
315, Edinburgh, 15-16 April 2000. Springer-Verlag. ISBN 3-540-67339-3. URL http://
www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/WBL_eurogp2000_seed.pdf. GPBiB
W. B. Langdon and R. Poli. Fitness causes bloat. In P. K. Chawdhry, et al., editors, Soft
Computing in Engineering Design and Manufacturing, pages 13–22. Springer-Verlag
London, 23-27 June 1997. ISBN 3-540-76214-0. URL http://www.cs.bham.ac.uk/
~wbl/ftp/papers/WBL.bloat_wsc2.ps.gz. GPBiB
W. B. Langdon and R. Poli. Why ants are hard. In J. R. Koza, et al., editors, Genetic
Programming 1998: Proceedings of the Third Annual Conference, pages 193–201, Uni-
versity of Wisconsin, Madison, Wisconsin, USA, 22-25 July 1998a. Morgan Kaufmann.
ISBN 1-55860-548-7. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/
WBL.antspace_gp98.pdf. GPBiB
W. B. Langdon and R. Poli. Better trained ants for genetic programming. Technical
Report CSRP-98-12, University of Birmingham, School of Computer Science, April
1998b. URL ftp://ftp.cs.bham.ac.uk/pub/tech-reports/1998/CSRP-98-12.ps.gz.
GPBiB
W. B. Langdon and R. Poli. The halting probability in von Neumann architectures.
In P. Collet, et al., editors, Proceedings of the 9th European Conference on Genetic
Programming, volume 3905 of Lecture Notes in Computer Science, pages 225–237,
Budapest, Hungary, 10 - 12 April 2006. Springer. ISBN 3-540-33143-3. URL http:
//www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/wbl_egp2006.pdf. GPBiB
W. B. Langdon and R. Poli. Foundations of Genetic Programming. Springer-Verlag,
2002. ISBN 3-540-42451-2. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/FOGP/.
GPBiB
W. B. Langdon and P. C. Treleaven. Scheduling maintenance of electrical power trans-
mission networks using genetic programming. In K. Warwick, et al., editors, Ar-
tificial Intelligence Techniques in Power Systems, chapter 10, pages 220–237. IEE,
1997. ISBN 0-85296-897-3. URL http://www.iee.org/Publish/Books/Power/Po022c.
cfm#10.Scheduling. GPBiB

W. B. Langdon, R. Poli, P. Nordin, and T. Fogarty, editors. Late-Breaking Papers
of EuroGP-99, Goteborg, Sweden, 26-27 May 1999. URL ftp://ftp.cwi.nl/pub/
CWIreports/SEN/SEN-R9913.pdf. GPBiB
W. B. Langdon, E. Cant´u-Paz, K. Mathias, R. Roy, D. Davis, R. Poli, K. Balakrishnan,
V. Honavar, G. Rudolph, J. Wegener, L. Bull, M. A. Potter, A. C. Schultz, J. F. Miller,
E. Burke, and N. Jonoska, editors. GECCO 2002: Proceedings of the Genetic and
Evolutionary Computation Conference, New York, 9-13 July 2002. Morgan Kaufmann
Publishers. ISBN 1-55860-878-8. URL http://www.isgec.org/GECCO-2002. GPBiB

W. B. Langdon. A bibliography for genetic programming. In P. J. Angeline and K. E.
Kinnear, Jr., editors, Advances in Genetic Programming 2, chapter B, pages 507–532.
MIT Press, Cambridge, MA, USA, 1996. ISBN 0-262-01158-1. URL http://www.cs.
ucl.ac.uk/staff/W.Langdon/ftp/papers/WBL.aigp2.appx.ps.gz. GPBiB

W. B. Langdon. Genetic Programming and Data Structures. Kluwer, Boston, 1998. ISBN
0-7923-8135-1. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/gpdata. GPBiB
100 1000 2
Avg Size Avg Fitness sin(x)
Best Fitness GP (gen=17)
90
1.5
80
1
70
100
0.5
60
Generation 17 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