everything.study
CSE 752

Optimization of Chemical Processes

Graduate

2025-26

Topics

  • Numerical techniques
  • Achieving optimal performance
  • Chemical process
  • Topics in numerical linear algebra
  • Optimality conditions
  • Algorithms for unconstrained optimization
  • Nonlinear equation systems
  • Least-squares problems
  • Linear programming
  • Algorithms for constrained optimization
  • Dynamic optimization
  • Interior-point methods
  • Mixed-integer programming
  • Global optimization

Readings

  • I - Optimization Biegler, L.T., Nonlinear Programming: Concepts, Algorithms, and Applications to Chemical Processes, SIAM, 2010
    unspecified
  • Chvatal, V., Linear Programming, Freeman, New York, 1983
    unspecified
  • Edgar, T.F. and D.M. Himmelblau and L.S. Lasdon, Optimization of Chemical Processes, 2nd Edn., McGraw-Hill, 2001
    2nd Edn · unspecified
  • Floudas, C.A., Nonlinear and Mixed-Integer Optimization, Oxford University Press, 1995
    unspecified
  • Griva, I., Nash, S.G., Sofer, A., Linear and Nonlinear Optimization, 2nd Edn., SIAM, 2009
    2nd Edn · unspecified
  • Grossmann, I.E., Advanced Optimization for Process Systems Engineering, Cambridge University Press, 2021
    unspecified
  • Nocedal, J. and S. J. Wright, Numerical Optimization, Springer, 1999
    unspecified
  • Peressini, A.L., F.E. Sullivan and J.J. Uhl, The Mathematics of Nonlinear Programming, Springer-Verlag, 1988
    unspecified
  • Ravindran, A., Ragsdell, K.M., Reklaitis, G.V., Engineering Optimization, 2nd Edn., Wiley, 2006
    2nd Edn · unspecified
  • Wright, S.J., Primal-Dual Interior-Point Methods, SIAM, 1997.
    unspecified
  • II – Numerical Methods Burden, R.L., Faires, J.D., Reynolds, A.C., Numerical Analysis, 2nd Edn., PWS Publishers
    2nd Edn · unspecified
  • Conte, S.D., and de Boor, C., Elementary Numerical Analysis, 3rd Edn., McGraw-Hill, 1980.
    3rd Edn · unspecified
Sources