Book Chapters

Update: July 7th, 2009
  • 2010: bibtex – document
    R. C. Gilbert, T. B. Trafalis, and I. Adrianto, "Support Vector Machines for Classification." Hoboken, NJ, USA: Wiley, 2010.
    @INCOLLECTION{Gilbert2010b,
      author = {R. C. Gilbert and T. B. Trafalis and I. Adrianto},
      title = {Support Vector Machines for Classification},
      booktitle = {Wiley Encyclopedia of Operations Research and Management Science},
      publisher = {Wiley},
      year = {2010},
      address = {Hoboken, NJ, USA},
      note = {Under revision.},
      url = {http://www.wiley.com/WileyCDA/Section/id-380199.html}
    }
  • 2009: bibtex – document
    T. B. Trafalis and S. Kasap, "Neural Networks for Combinatorial Optimization," , second ed., Floudas, C. A. and Pardalos, P. M., Eds., New York, NY, USA: Springer, 2009, pp. 2547-2555.
    @INCOLLECTION{Trafalis2009,
      author = {T. B. Trafalis and S. Kasap},
      title = {Neural Networks for Combinatorial Optimization},
      booktitle = {Encyclopedia of Optimization},
      publisher = {Springer},
      year = {2009},
      editor = {C. A. Floudas and P. M. Pardalos},
      pages = {2547-2555},
      address = {New York, NY, USA},
      edition = {second},
      doi = {10.1007/978-0-387-74759-0_439}
    }
  • 2008: bibtex – document
    T. B. Trafalis and R. C. Gilbert, "Nonlinear Programming," , Ravindran, A. R., Ed., Boca Raton, FL, USA: CRC Press, 2008, pp. 2.1-2.22.
    @INCOLLECTION{Trafalis2008,
      author = {T. B. Trafalis and R. C. Gilbert},
      title = {Nonlinear Programming},
      booktitle = {Operations Research Methodologies},
      publisher = {CRC Press},
      year = {2008},
      editor = {A. R. Ravindran},
      series = {Operations Research Series},
      chapter = {2},
      pages = {2.1-2.22},
      address = {Boca Raton, FL, USA},
      url = {http://www.worldcat.org/oclc/231581266}
    }
  • 2008: bibtex – document
    T. B. Trafalis and R. C. Gilbert, "Nonlinear Programming," , Ravindran, A. R., Ed., Boca Raton, FL, USA: CRC Press, 2008, pp. 2.1-2.22.
    @INCOLLECTION{Trafalis2008a,
      author = {T. B. Trafalis and R. C. Gilbert},
      title = {Nonlinear Programming},
      booktitle = {Operations research and management science handbook},
      publisher = {CRC Press},
      year = {2008},
      editor = {A. R. Ravindran},
      series = {Operations Research Series},
      chapter = {2},
      pages = {2.1-2.22},
      address = {Boca Raton, FL, USA},
      url = {http://www.worldcat.org/oclc/128237800}
    }
  • 2008: bibtex – document
    M. B. Richman, T. B. Trafalis, and I. Adrianto, "Missing Data Imputation Through Machine Learning Algorithms," , Haupt, S. E., Pasini, A., and Marzban, C., Eds., London, UK: Springer, 2008, pp. 153-169.
    @INCOLLECTION{Richman2008,
      author = {M. B. Richman and T. B. Trafalis and I. Adrianto},
      title = {Missing Data Imputation Through Machine Learning Algorithms},
      booktitle = {Artificial Intelligence Methods in the Environmental Sciences},
      publisher = {Springer},
      year = {2008},
      editor = {S. E. Haupt and A. Pasini and C. Marzban},
      pages = {153-169},
      address = {London, UK},
      doi = {10.1007/978-1-4020-9119-3_7}
    }
  • 2005: bibtex – document
    E. A. Beardslee and T. B. Trafalis, "Data mining methods in a metrics-deprived inventory transactions environment," , Zanasi, A., Brebbia, C. A., and Ebecken, N. F., Eds., Boston, MA, USA: WIT Press, 2005, pp. 513-522.
    @INCOLLECTION{Beardslee2005,
      author = {E. A. Beardslee and T. B. Trafalis},
      title = {Data mining methods in a metrics-deprived inventory transactions environment},
      booktitle = {Data Mining VI: Data Mining, Text Mining and their Business Applications},
      publisher = {WIT Press},
      year = {2005},
      editor = {A. Zanasi and C. A. Brebbia and N. F. Ebecken},
      pages = {513-522},
      address = {Boston, MA, USA},
      url = {http://www.worldcat.org/oclc/57528269}
    }
  • 2005: bibtex – document
    T. B. Trafalis, B. Santosa, and M. B. Richman, "Learning networks for tornado forecasting: a Bayesian perspective," , Zanasi, A., Brebbia, C. A., and Ebecken, N. F., Eds., Boston, MA, USA: WIT Press, 2005, pp. 5-14.
    @INCOLLECTION{Trafalis2005d,
      author = {T. B. Trafalis and B. Santosa and M. B. Richman},
      title = {Learning networks for tornado forecasting: a Bayesian perspective},
      booktitle = {Data Mining VI: Data Mining, Text Mining and their Business Applications},
      publisher = {WIT Press},
      year = {2005},
      editor = {A. Zanasi and C. A. Brebbia and N. F. Ebecken},
      pages = {5-14},
      address = {Boston, MA, USA},
      url = {http://www.worldcat.org/oclc/57528269}
    }
  • 2004: bibtex – citations – document
    T. B. Trafalis and A. M. Malyscheff, "Optimal Selection of the Regression Kernel Matrix with Semidefinite Programming," , Floudas, C. A. and Pardalos, P. M., Eds., Boston, MA, USA: Kluwer Academic Publishers, 2004, pp. 575-584.
    @INCOLLECTION{Trafalis2004,
      author = {T. B. Trafalis and A. M. Malyscheff},
      title = {Optimal Selection of the Regression Kernel Matrix with Semidefinite Programming},
      booktitle = {Frontiers in Global Optimization},
      publisher = {Kluwer Academic Publishers},
      year = {2004},
      editor = {C. A. Floudas and P. M. Pardalos},
      series = {Nonconvex Optimization and Its Applications},
      pages = {575-584},
      address = {Boston, MA, USA},
      citeseerurl = {http://scholar.google.com/scholar?cites=9258547045343595505},
      url = {http://worldcat.org/oclc/53231263}
    }
  • 2002: bibtex – document
    T. B. Trafalis and S. Kasap, "Artificial Neural Networks in Optimization and Applications," , Pardalos, P. M. and Resende, M. G., Eds., New York, NY, USA: Oxford University Press, 2002.
    @INCOLLECTION{Trafalis2002b,
      author = {T. B. Trafalis and S. Kasap},
      title = {Artificial Neural Networks in Optimization and Applications},
      booktitle = {Handbook of Applied Optimization},
      publisher = {Oxford University Press},
      year = {2002},
      editor = {P. M. Pardalos and M. G. Resende},
      address = {New York, NY, USA},
      url = {http://worldcat.org/oclc/123106996}
    }
  • 2002: bibtex – citations – document
    I. M. Al-Harkan and T. B. Trafalis, "A Hybrid Scatter Genetic Tabu Approach for Continuous Global Optimization," , Pardalos, P. M., Migdalas, A., and Burkard, R. E., Eds., River Edge, NJ, USA: World Scientific, 2002, pp. 11-29.
    @INCOLLECTION{Al-Harkan2002,
      author = {I. M. Al-Harkan and T. B. Trafalis},
      title = {A Hybrid Scatter Genetic Tabu Approach for Continuous Global Optimization},
      booktitle = {Combinatorial and Global Optimization},
      publisher = {World Scientific},
      year = {2002},
      editor = {P. M. Pardalos and A. Migdalas and R. E. Burkard},
      series = {Series on Applied Mathematics},
      pages = {11-29},
      address = {River Edge, NJ, USA},
      citeseerurl = {http://scholar.google.com/scholar?cites=1082059776207153438},
      url = {http://worldcat.org/oclc/48056290}
    }
  • 2001: bibtex – document
    T. B. Trafalis and S. Kasap, "Neural Networks for Combinatorial Optimization," , Floudas, C. C. and Pardalos, P. M., Eds., London, UK: Springer, 2001, vol. 4, pp. 9-17.
    @INCOLLECTION{Trafalis2001,
      author = {T. B. Trafalis and S. Kasap},
      title = {Neural Networks for Combinatorial Optimization},
      booktitle = {Encyclopedia of Optimization},
      publisher = {Springer},
      year = {2001},
      editor = {C. C. Floudas and P. M. Pardalos},
      volume = {4},
      pages = {9-17},
      address = {London, UK},
      url = {http://worldcat.org/oclc/56663400}
    }
  • 2000: bibtex – document
    T. B. Trafalis, "Robust and Interior Point Optimization Methods in Support Vector Machine Training," , Caratheodory, C., Hadjisavvas, N., and Pardalos, P. M., Eds., Boston, MA, USA: Kluwer Academic Publishers, 2000.
    @INCOLLECTION{Trafalis2000,
      author = {T. B. Trafalis},
      title = {Robust and Interior Point Optimization Methods in Support Vector Machine Training},
      booktitle = {Advances in convex analysis and global optimization},
      publisher = {Kluwer Academic Publishers},
      year = {2000},
      editor = {C. Caratheodory and N. Hadjisavvas and P. M. Pardalos},
      address = {Boston, MA, USA},
      url = {http://worldcat.org/oclc/46617417}
    }
  • 1999: bibtex – document
    T. B. Trafalis and S. Kasap, "Neural Networks Approaches for Combinatorial Optimization Problems," , Du, D. -Z. and Pardalos, P. M., Eds., London, UK: Springer, 1999, pp. 259-293.
    @INCOLLECTION{Trafalis1999e,
      author = {T. B. Trafalis and S. Kasap},
      title = {Neural Networks Approaches for Combinatorial Optimization Problems},
      booktitle = {Handbook of Combinatorial Optimization. Supplement Volume A},
      publisher = {Springer},
      year = {1999},
      editor = {D.-Z. Du and P. M. Pardalos},
      pages = {259-293},
      address = {London, UK},
      url = {http://worldcat.org/oclc/81702445}
    }
  • 1997: bibtex – document
    T. B. Trafalis and T. A. Tutunji, "Deterministic and Stochastic Logarithmic Barrier Function Methods for Neural Network Training," , Migdalas, A., Pardalos, P. M., and Storoy, S., Eds., Boston, MA, USA: Kluwer Academic Publishers, 1997, pp. 529-574.
    @INCOLLECTION{Trafalis1997g,
      author = {T. B. Trafalis and T. A. Tutunji},
      title = {Deterministic and Stochastic Logarithmic Barrier Function Methods for Neural Network Training},
      booktitle = {Parallel Computing in Optimization},
      publisher = {Kluwer Academic Publishers},
      year = {1997},
      editor = {A. Migdalas and P. M. Pardalos and S. Storoy},
      series = {Applied Optimization},
      pages = {529-574},
      address = {Boston, MA, USA},
      url = {http://worldcat.org/oclc/36713245}
    }
  • 1997: bibtex – citations – document
    T. B. Trafalis and T. Mishina, "A Circumscribed Ellipsoid Method for Multiobjective Programming and Applications to Financial Planning," , Zopounidis, C., Ed., New York, NY, USA: Physica-Verlag, 1997, pp. 377-388.
    @INCOLLECTION{Trafalis1997f,
      author = {T. B. Trafalis and T. Mishina},
      title = {A Circumscribed Ellipsoid Method for Multiobjective Programming and Applications to Financial Planning},
      booktitle = {New Operational Approaches for Financial Modelling},
      publisher = {Physica-Verlag},
      year = {1997},
      editor = {C. Zopounidis},
      series = {Contributions to Management Science},
      pages = {377-388},
      address = {New York, NY, USA},
      citeseerurl = {http://scholar.google.com/scholar?cites=3335873624924103738},
      url = {http://worldcat.org/oclc/37567279}
    }
  • 1997: bibtex – document
    T. B. Trafalis, N. P. Couellan, and T. A. Tutunji, "Interior Point Methods for Supervised Training of Artificial Neural Networks with Bounded Weights," , Pardalos, P. M., Hearn, D., and Hager, W., Eds., New York, NY, USA: Springer, 1997, vol. 450, pp. 441-470.
    @INCOLLECTION{Trafalis1997d,
      author = {T. B. Trafalis and N. P. Couellan and T. A. Tutunji},
      title = {Interior Point Methods for Supervised Training of Artificial Neural Networks with Bounded Weights},
      booktitle = {Network Optimization},
      publisher = {Springer},
      year = {1997},
      editor = {P. M. Pardalos and D. Hearn and W. Hager},
      volume = {450},
      series = {Lecture Notes in Economics and Mathematical Systems},
      pages = {441-470},
      address = {New York, NY, USA},
      url = {http://worldcat.org/oclc/36225282}
    }
  • 1997: bibtex – document
    T. B. Trafalis and N. P. Couellan, "Neural Network Training via Quadratic Programming," , Barr, R. S., Helgason, R. V., and Kennington, J. L., Eds., Boston, MA, USA: Kluwer Academic Publishers, 1997, pp. 123-139.
    @INCOLLECTION{Trafalis1997a,
      author = {T. B. Trafalis and N. P. Couellan},
      title = {Neural Network Training via Quadratic Programming},
      booktitle = {Interfaces in computer science and operations research},
      publisher = {Kluwer Academic Publishers},
      year = {1997},
      editor = {R. S. Barr and R. V. Helgason and J. L. Kennington},
      series = {Operations Research/Computer Science Interfaces Series},
      pages = {123-139},
      address = {Boston, MA, USA},
      url = {http://worldcat.org/oclc/35792380}
    }
  • 1991: bibtex – citations – document
    M. J. Kaiser, T. L. Morin, and T. B. Trafalis, "Centers and invariant points of convex bodies," , Gritzmann, P., Sturmfels, B., and Klee, V., Eds., Providence, RI, USA: American Mathematical Society, 1991, pp. 367-385.
    @INCOLLECTION{Kaiser1991,
      author = {M. J. Kaiser and T. L. Morin and T. B. Trafalis},
      title = {Centers and invariant points of convex bodies},
      booktitle = {Applied Geometry and Discrete Mathematics: The Victor Klee Festschrift},
      publisher = {American Mathematical Society},
      year = {1991},
      editor = {P. Gritzmann and B. Sturmfels and V. Klee},
      series = {DIMACS: Series in Discrete Mathematics and Theoretical Computer Science},
      pages = {367-385},
      address = {Providence, RI, USA},
      citeseerurl = {http://scholar.google.com/scholar?cites=8277408403442983948},
      url = {http://worldcat.org/oclc/22909664}
    }
  • 1991: bibtex – citations – document
    S. S. Abhyankar, T. L. Morin, and T. B. Trafalis, "Efficient faces of polytopes: Interior point algorithms, parameterization of algebraic varieties, and multiple objective optimization," , Lagarias, J. C. and Todd, M. J., Eds., Providence, RI, USA: American Mathematical Society, 1991, pp. 319-341.
    @INCOLLECTION{Abhyankar1991,
      author = {S. S. Abhyankar and T. L. Morin and T. B. Trafalis},
      title = {Efficient faces of polytopes: Interior point algorithms, parameterization of algebraic varieties, and multiple objective optimization},
      booktitle = {Mathematical Developments Arising from Linear Programming},
      publisher = {American Mathematical Society},
      year = {1991},
      editor = {J. C. Lagarias and M. J. Todd},
      series = {Contemporary Mathematics},
      pages = {319-341},
      address = {Providence, RI, USA},
      citeseerurl = {http://scholar.google.com/scholar?cites=7382212666926431311},
      url = {http://worldcat.org/oclc/39215388}
    }
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