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
   180   181   182   183   184   185   186   187   188   189   190