Optimization techniques for process synthesis and material design under uncertainty

Chemical Engineering Research and Design

Volumn 76, Issue 3, 1998, Pages 408-416

  Dua, V ^a   Pistikopoulos, E N ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

Material design; Parametric programming; Process synthesis

Indexed keywords

ALGORITHMS; INTEGER PROGRAMMING; LINEAR PROGRAMMING; MATHEMATICAL MODELS; NONLINEAR PROGRAMMING;

MATERIAL DESIGN; MIXED INTEGER LINEAR PROGRAMMING; MIXED INTEGER NONLINEAR PROGRAMMING; PROCESS SYNTHESIS;

PROCESS ENGINEERING;

EID: 0032021725     PISSN: 02638762     EISSN: None     Source Type: Journal    
DOI: 10.1205/026387698524839     Document Type: Article

References (41)

1. Roodman, G. M., 1974, Postoptimality analysis in integer programming by implicit enumeration: The Mixed Integer Case, Naval Res Log Quarterly, 21: 595.
2. Geoffrion, A. M. and Nauss, R., 1977, Parametric and postoptimality analysis in integer linear programming. Management Sci, 23: 453.
3. Benson, H. P., 1982, Algorithms for parametric nonconvex programming, J Optimization Theory and Applications, 38: 319.
4. Fiacco, A. V., 1983, Introduction to Sensitivity and Stability Analysis in Nonlinear Programming, (Academic Press: New York, USA).
5. Papoulias, S. A. and Grossmann, I. E., 1983, A structural optimization approach in process synthesis-II: Heat recovery networks, Comput Chem Eng, 7: 707.
6. Papoulias, S. A. and Grossmann, I. E., 1983, A structural optimization approach in process synthesis-I: Utility systems, Comput Chem Eng, 7: 695.
7. Holm, S. and Klein, D., 1984, Three methods for post-optimal analysis in integer linear programming, Math Prog Study, 21: 97.
8. Westerberg, A. W., 1985. The synthesis of distillation based separation systems, Comput Chem Eng, 9: 421.
9. Ohtake, Y. and Nishida, N., 1985, A branch and bound algorithm for 0-1 parametric mixed-integer programming, Oper Res Lett, 4: 41.
10. Duran, M. A. and Grossmann, I. E., 1986, Simultaneous optimization and heat integration of chemical processes, AIChE J, 32: 123.
11. Kocis, G. R. and Grossmann, I. E., 1987, Relaxation strategy for the structural optimization of process flowsheets, Ind Eng Chem Res, 26: 1869.
12. Smith, R. and Linnhoff, B., 1988, The design of separators in context of overall processes, Chem Eng Res Des, 66: 195.
13. Nemhauser, G. L. and Wolsey, L. A., 1988, Integer and Combinatorial Optimization, (John Wiley and Sons, Inc., New York, USA).
14. Brooke, A., Kendrick, D. and Meeraus, A., 1988, GAMS: A Users Guide, (Scientific Press, California, USA).
15. Kocis, G. R. and Grossmann, I. E., 1989, A modeling and decomposition strategy for the MINLP optimization of process flowsheets, Comput Chem Eng, 13: 797.
16. Viswanathan, J. and Grossmann, I. E., 1990, A combined penalty function and outer-approximation method for MINLP optimization, Comput Chem Eng, 14: 769.
17. Fiacco, A. V., 1990, Global multi-parametric optimal value bounds and solution estimates for separable parametric programs, Ann Oper Res, 27: 381.
18. Jenkins, L.. 1990, Parametric methods in integer linear programming, Annals of Operations Research, 27: 77.
19. van Krevelen, D. W., 1990, Properties of Polymers: their correlation with chemical structure; their numerical estimation and prediction from additive group contributions, 3rd ed., (Elsevier, Amsterdam, The Netherlands).
20. Odele, O., Macchietto, S. and Omatsone, O., 1990, Design of optimal solvents for liquid-liquid extraction and gas absorption processes, Trans IChemE, 68: 429.
21. Pertsinidis, A., 1992. On the parametric optimization of mathematical programs with binary variables and its application in the chemical engineering process synthesis, PhD Diss, (Carnegie-Mellon University, Pittsburgh, USA).
22. Williams, H. P., 1993, Model Building in Mathematical Programming, (John Wiley and Sons Ltd, Chichester, England).
23. Kokossis, A. C. and Floudas, C.A., 1994, Optimization of complex reactor networks-II. Nonisothermal operation, Chem Eng Sci, 49: 1037.
24. Pretel, E. J., López, P. A., Bottini, S. B. and Brignole, E. A., 1994, Computer-aided molecular design of solvents for separation processes, AIChE J, 40: 1349.
25. Rippin, D. W. T., 1994, Modelling and statistical methods in process systems engineering, Proc PSE'94, 881.
26. Grossmann, I. E. and Kravanja, Z., 1995, Mixed-integer nonlinear programming techniques for process systems engineering, Comput Chem Eng, 19: S189.
27. Pistikopoulos, E. N., 1995. Uncertainty in process design and operation, Comput Chem Eng, 19: S553.
28. Floudas, C. A., 1995, Nonlinear and Mixed-Integer Optimization. (Oxford University Press, New York, USA.)
29. Gal, T., 1995, Post-optimal Analyses, Parametric Programming, and Related Topics, 2nd ed. (Walter de Gruyter, Berlin, Germany).
30. Duvedi, A. P. and Achenie, L. E. K., 1996. Designing environmentally safe refrigerants using mathematical programming, Chem Eng Sci, 51: 3727.
31. Lakshmanan, A. and Biegler, L. T., 1996, Synthesis of optimal reactor networks with simultaneous mass integration, Ind Eng Chem Res, 35: 4523.
32. Pistikopoulos, E. N., and Ierapetritou, M. G., 1996, Novel approach for optimal process design under uncertainty, Comput Chem Eng, 19: 1089.
33. Maranas, C. D., 1996, Optimal computer-aided molecular design: A polymer design case study, Ind Eng Chem Res, 35: 3404.
34. Acevedo, J. and Pistikopoulos E. N., 1996, A parametric MINLP algorithm for process synthesis problems under uncertainty, Ind Eng Chem Res, 35: 147.
35. Dimkou, T. I. and Papalexandri, K. P., 1996, A Parametric MINLP Approach for the Identification of Non-Inferior Solutions in Multi Objective MINLP Problems, (Technical Report, FORTH - Chemical Process Engineering Research Institute, Thessaloniki, Greece).
36. Acevedo, J., 1996, Parametric and stochastic programming algorithms for process synthesis under uncertainty, PhD Thesis, (Imperial College, London, UK).
37. Acevedo, J. and Pistikopoulos E. N., 1997, A multiparametric programming approach for linear process engineering problems under uncertainty, Ind Eng Chem Res, 36: 717.
38. Maranas, C. D., 1997, Optimal molecular design under property prediction uncertainty, AIChE J, 43: 1250.
39. Biegler, L. T., Grossmann, I. E. and Westerberg, A. W., 1997, Systematic Methods of Chemical Process Design, (Prentice Hall, New Jersey, USA).
40. Dua, V. and Pistikopoulos E. N., 1998, An outer-approximation algorithm for the solution of multiparametric MINLP problems, IRC Report.
41. Epperly, T. G. W. and Pistikopoulos E. N., 1997, A reduced space branch and bound algorithm for global optimization. Journal of Global Optimization, 11: 287.