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
   230   231   232   233   234   235   236   237   238   239   240