A study of differential evolution and tabu search for benchmark, phase equilibrium and phase stability problems

Computers and Chemical Engineering

Volumn 31, Issue 7, 2007, Pages 760-772

  Srinivas, Mekapati ^a   Rangaiah, G P ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

Benchmark problems; Differential evolution; Gibbs free energy minimization; Phase equilibrium calculations; Phase stability problems; Tabu search

Indexed keywords

COMPUTATION THEORY; DISTILLATION; EXTRACTION; GIBBS FREE ENERGY; PROBLEM SOLVING; TABU SEARCH;

BENCHMARK PROBLEMS; DIFFERENTIAL EVOLUTION; GIBBS FREE ENERGY MINIMIZATION; PHASE EQUILIBRIUM CALCULATIONS; PHASE STABILITY PROBLEMS;

PHASE EQUILIBRIA;

COMPUTATION THEORY; DISTILLATION; EXTRACTION; GIBBS FREE ENERGY; PHASE EQUILIBRIA; PROBLEM SOLVING; TABU SEARCH;

EID: 33947636154     PISSN: 00981354     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compchemeng.2006.07.015     Document Type: Article

References (28)

1. Baker L.E., Pierce A.C., and Luks K.D. Gibbs energy analysis of phase equilibria. Society of Petroleum Engineers Journal 22 (1982) 731-742
2. Balogh J., Csendes T., and Stateva R.P. Application of a stochastic method to the solution of the phase stability problem: Cubic equations of state. Fluid Phase Equilibria 212 (2003) 257-267
3. Bingul Z. A new PID tuning technique using differential evolution for unstable and integrating processes with time delay. ICONIP, proceedings lecture notes in computer science, vol. 3316 (2004) 254-260
4. Burgos-Solórzano G.I., Brennecke J.F., and Stadtherr M.A. Validated computing approach for high-pressure chemical and multiphase equilibrium. Fluid Phase Equilibria 219 (2004) 245-255
5. Cai W., and Shao X. A fast annealing evolutionary algorithm for global optimization. Journal of Computational Chemistry 23 4 (2002) 427-435
6. Castillo J., and Grossmann I.E. Computation of phase and chemical equilibria. Computers and Chemical Engineering 5 (1981) 99-108
7. Chelouah R., and Siarry P. Tabu search applied to global optimization. European Journal of Operational Research 123 (2000) 256-270
8. Gautam R., and Seider W.D. Computation of phase and chemical equilibrium. Part II. Phase splitting. American Institute of Chemical Engineers Journal 25 (1979) 999-1006
9. Glover F. Tabu search: Part 1. ORSA Journal on Computing 1 (1989) 190-206
10. Glover F. Tabu search: Part 2. ORSA Journal on Computing 2 (1990) 4-32
11. Hu N. Tabu search method with random moves for globally optimal design. International Journal for Numerical Methods in Engineering 35 (1992) 1055-1070
12. Hua J.Z., Brennecke J.F., and Stadtherr M.A. Enchanched interval analysis for phase stability: Cubic EOS models. Industrial and Engineering Chemistry Research 37 (1998) 1519-1527
13. Iglesias-Silva G.A., Bonilla-Petriciolet A., Eubank P.T., Holste J.C., and Hall K.R. An algebraic method that includes Gibbs minimization for performing phase equilibrium calculations for any number of components or phases. Fluid Phase Equilibria 210 (2003) 229-245
14. Lin B., and Miller D.C. Solving heat exchanger network synthesis problems with tabu search. Computers and Chemical Engineering 28 (2004) 1451-1464
15. Lin B., and Miller D.C. Tabu search algorithm for chemical process optimization. Computers and Chemical Engineering 28 (2004) 2287-2306
16. Mayer D.G., Kinghorn B.P., and Archer A.A. Differential evolution-An easy and efficient evolutionary algorithm for model optimization. Agricultural Systems 83 (2005) 315-328
17. McDonald C.M., and Floudas C.A. GLOPEQ: A new computational tool for the phase and chemical equilibrium problem. Computers and Chemical Engineering 21 (1997) 1-23
18. Michelsen M.L. The isothermal flash problem. Part I. Stability. Fluid Phase Equilibria 9 (1982) 1-20
19. Moles C.G., Mendes P., and Banga J.R. Parameter estimation in biochemical pathways: A comparison of global optimization methods. Genome Research 13 (2003) 2467-2474
20. Nichita D.V., Gomez S., and Luna E. Multiphase equilibria calculation by direct minimization of Gibbs free energy with a global optimization method. Computers and Chemical Engineering 26 (2002) 1703-1724
21. Nichita D.V., Gomez S., and Luna E. Phase stability analysis with cubic equations of state by using a global optimization method. Fluid Phase Equilibria 194-197 (2002) 411-437
22. Rangaiah G.P. Evaluation of genetic algorithms and simulated annealing for phase equilibrium and stability problems. Fluid Phase Equilibria 187-188 (2001) 83-109
23. Storn R., and Price K. Differential evolution-A simple and efficient heuristic for global optimization over continuous spaces. Journal of Global Optimization 11 (1997) 341-359
24. Teh Y.S., and Rangaiah G.P. A study of equation-solving and Gibbs free energy minimization methods for phase equilibrium calculations. Chemical Engineering Research and Design: Transactions of the Institution of Chemical Engineers, Part A 80 (2002) 745-759
25. Teh Y.S., and Rangaiah G.P. Tabu search for global optimization of continuous functions with application to phase equilibrium calculations. Computers and Chemical Engineering 27 (2003) 1665-1679
26. Tessier S.R., Brennecke J.F., and Stadtherr M.A. Reliable phase stability analysis for excess Gibbs energy models. Chemical Engineering Science 55 (2000) 1785-1796
27. White W.B., Johnson S.M., and Dantzig G.B. Chemical equilibrium in complex mixtures. The Journal of Chemical Physics 28 (1958) 751-755
28. Youssef H.M., Sait S., and Adiche H. Evolutionary algorithm, simulated annealing and tabu search: A comparative study. Engineering Applications of Artifical Intelligence 14 (2001) 167-181