238
Views
30
CrossRef citations to date
0
Altmetric
Original Articles

Applications of Genetic Algorithm in Polymer Science and Engineering

, &
Pages 523-532 | Published online: 07 Feb 2007

References

  • Flory , P.J. 1953 . Principles of Polymer Chemistry Ithaca, NY : Cornell University Press .
  • Holland , J.H. 1975 . Adaptation in Natural and Artificial Systems Ann Arbor, MI : University of Michigan Press .
  • Goldberg , D.E. 1989 . Genetic Algorithms in Search; Optimization and Machine Learning Reading, MA : Addision-Wesley .
  • Deb , K. 1995 . Optimization for Engineering Design: Algorithms and Examples New Delhi, , India : Prentice Hall of India .
  • Chakravarthy , S.S.S. , Saraf , D.N. and Gupta , S.K. 1997 . Use of genetic algorithms in the optimization of free radical polymerizations exhibiting the Trommsdorff effect . J. Appl. Polym. Sci. , 63 ( 4 ) : 529 – 548 .
  • Ho , L.M. , Han , C. and Soo , C.K. 1997 . Hierarchical time-optimal control of a continuous copolymerization reactor during start-up or grade-change operation using genetic algorithms . Computers and Chem. Eng. , 21 ( 1 ) : S1037 – S1042 .
  • Deb , K. 2001 . Multiobjective Optimization using Evolutionary Algorithms Chichester, UK : Wiley .
  • Srinivas , N. and Deb , K. 1995 . Multiobjective optimization using nondominated sorting in genetic algorithms . Evolutionary Computation , 2 ( 3 ) : 221 – 248 .
  • Mitra , K. , Deb , K. and Gupta , S.K. 1998 . Multiobjective dynamic optimization of an industrial nylon 6 semibatch reactor using genetic algorithm . J. Appl. Polym. Sci. , 69 ( 1 ) : 69 – 87 .
  • Deb , K. , Agarwal , S. , Pratap , A. and Meyarivan , T. 2000 . A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II . Proceedings of the Parallel Problem Solving from Nature VI Conference . Sept. 16–20 2000 , Paris, France. pp. 849 – 858 .
  • Mankar , R.B. , Saraf , D.N. and Gupta , S.K. 2002 . On-line optimizing control of bulk polymerization of methyl methacrylate: Some experimental results for heater failure . J. Appl. Poly. Sci. , 85 ( 11 ) : 2350 – 2360 .
  • Gupta , R.R. and Gupta , S.K. 1999 . Multiobjective optimization of an industrial nylon 6 semibatch reactor system using genetic algorithm . J. Appl. Polym. Sci. , 73 ( 5 ) : 729 – 739 .
  • Garg , S. and Gupta , S.K. 1999 . Multiobjective optimization of a free radical bulk polymerization reactor using genetic algorithm . Macromolecular Theory and Simulation , 8 ( 1 ) : 46 – 53 .
  • Bhaskar , V. , Gupta , S.K. and Ray , A.K. 2000 . Multiobjective optimization of an industrial wiped film poly (ethylene terephthalate) reactor . AIChE J. , 46 ( 5 ) : 1046 – 1058 .
  • Zhou , F.B. , Gupta , S.K. and Ray , A.K. 2000 . Multiobjective optimization of the continuous casting process for poly(methyl methacrylate) using adapted GA . J. Appl. Polym. Sci. , 78 ( 7 ) : 1439 – 1458 .
  • Kasat, R.B.; Deb, K.; Gupta, S.K. Multiobjective Optimization of the Continuous Polymerization of Styrene. (in preparation)
  • Wang , K. , Loehl , T. , Stobbe , M. and Engell , S. 2000 . A genetic algorithm for online-scheduling of a multiproduct polymer batch plant . Comp. Chem. Eng. , 24 ( 2–7 ) : 393 – 400 .
  • Nagasaka , K. and Yada , T. 1993 . Reverse design of polymers: Application of genetic algorithm . Proceedings of the ACS Division of Polymeric Materials and Science and Engineering , 69 : 45 – 46 .
  • Venkatasubramanian , V. , Chan , K. and Caruthers , J.M. 1994 . Computer-aided molecular design using genetic algorithms . Comp. Chem. Eng. , 18 ( 9 ) : 833 – 844 .
  • Sundaram , A. and Venkatasubramanian , V. 1998 . Parametric sensitivity and search-space characterization studies of genetic algorithms for computer-aided polymer design . J. Chem. Information and Computer Sci. , 38 ( 6 ) : 1177 – 1191 .
  • Patel , H.C. , Tokarski , J.S. and Hopfinger , A.J. 1997 . Molecular modeling of polymers 16. Gaseous Diffusion in Polymers: A Quantitative Structure-Property Relationship (QSPR) Analysis . Pharmaceutical Research , 14 ( 10 ) : 1349 – 1354 .
  • Hanagandi , V. , Ploehn , H. and Nikolaou , M. 1996 . Solution of the self-consistent field model for polymer adsorption by genetic algorithms . Chem. Eng. Sci. , 5 ( 7 ) : 1071 – 1078 .
  • Young , W.J. 1994 . Gate location optimization in liquid composite molding using genetic algorithms . J. of Composite Matls. , 28 ( 12 ) : 1098 – 1113 .
  • McKay , B. , Lennox , B. , Willis , M. , Barton , G.W. and Montague , G. 1996 . Extruder modeling: A comparison of two paradigms . IEE Conference Publication , : 734 – 739 .
  • Covas , J.A. , Cunha , A.G. and Oliveira , P. 1999 . An optimization approach to practical problems in plasticating single screw extrusion . Polym. Eng. Sci. , 39 ( 3 ) : 443 – 456 .
  • Liang , Z. , Zhang , C. and Wang , B. 2000 . Optimum tooling design for resin transfer molding with virtual manufacturing . Chinese J. Mech. Eng. (English Ed.) , 13 ( Suppl. ) : 18 – 25 .
  • Luo , J. , Liang , Z. , Zhang , C. and Wang , B. 2001 . Optimum tooling design for resin transfer molding with virtual manufacturing and artificial intelligence . Composite Part A: Applied Science and Manufacturing , 32 ( 6 ) : 877 – 888 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.