Genetic algorithms for modelling and optimisation

Journal of Computational and Applied Mathematics

Volumn 184, Issue 1, 2005, Pages 205-222

  McCall, John ^a  

^a ROBERT GORDON UNIVERSITY   (United Kingdom)

Author keywords

Evolution; Genetic algorithms; Immunology; Optimisation

Indexed keywords

CHROMOSOMES; GENETIC ALGORITHMS; HEURISTIC METHODS; MATHEMATICAL MODELS; OPTIMAL CONTROL SYSTEMS; OPTIMIZATION; STATISTICAL MECHANICS; THEOREM PROVING;

ARTIFICIAL IMMUNE SYSTEMS; CHROMOSOME ENCODING; MODEL FITTING;

IMMUNOLOGY;

EID: 23344446236     PISSN: 03770427     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cam.2004.07.034     Document Type: Article

References (37)

1. T. Bäck, D.B. Fogel, Z. Michalewicz (Eds.), Handbook of Evolutionary Computation, IOP Publishing, 1997.
2. T. Bäck F. Hoffmeister H.-P. Schwefel A survey of evolution strategies in: R.K. Belew L.B. Booker (Eds.) Proceedings of the Fourth International Conference on Genetic Algorithms 1991 Morgan Kaufmann Los Altos, CA
3. G. Bocharov P. Klenerman S. Ehl Modelling the dynamics of LCMV infection in mice: II. Compartmental structure and immunopathology J. Theor. Biol. 221 2003 349-378
4. J. Boyle D. Henderson J. McCall H. McLeod J. Usher Exploring novel chemotherapy treatments using the WWW Internat. J. Med. Inform. 47 1-2 1997 107-114
5. D.F. Brown, S.J. Cuddy, A.B. Garmendia-Doval, J.A.W. McCall, Prediction of permeability in oil-bearing strata using genetic algorithms, Proceedings of the IASTED International Conference on Artificial Intelligence and Soft Computing, July 2000.
6. J. Cassidy H. McLeod Is it possible to design a logical development plan for an anti-cancer drug? Pharm. Med. 9 1995 95-103
7. A.K. Chakraborty M.L. Dustin A.S. Shaw In silico models for cellular and molecular immunology: Successes, promises and challenges Nat. Immunol. 4 10 2003 933-936
8. C. Coello, An updated survey of evolutionary multiobjective optimization techniques: State of the art and future trends, Proceedings of the 1999 Congress on Evolutionary Computation, IEEE Service Center, Washington, DC, 1999, pp. 3-13.
9. L. Davis Handbook of Genetic Algorithms 1991 Van Nostrand Reinhold New York
10. L.N. De Castro Artificial immune systems as a novel soft computing paradigm Soft Comput. J. 7 7 2003
11. P.C. Doherty Anatomical Environment as a determinant in viral immunity J. Immunol. 155 1995 1023-1027
12. P.C. Doherty A.M. Hamilton-Easton D.J. Topham J. Riberdy J.W. Brooks R.D. Cardin Consequences of viral infections for lymphocyte compartmentalization and homeostasis Semin Immunol. 9 1997 365-373
13. A.P. Engelbrecht Computational Intelligence An Introduction 2002 Wiley New York
14. S. Forrest, A.S. Perelson, Genetic algorithms and the immune system in: H.-P. Schwefel, R. Maenner (Eds.), Parallel Problem Solving from Nature, Lecture Notes in Computer Science, vol. 496, Springer, 1991, pp. 320-325.
15. D.E. Goldberg Genetic Algorithms in Search, Optimization and Machine Learning 1989 Addison-Wesley Reading, MA
16. G.R. Harik, F.G. Lobo, D.E. Goldberg, The compact genetic algorithm, in: D.B. Fogel (Ed.), Proceedings of the IEEE Conference on Evolutionary Computation 1998 (ICEG'98) IEEE Service Centre, Piscataway, NJ, 1998, pp. 523-528.
17. J.H. Holland Adaptation in Natural and Artificial Systems 1975 The University of Michigan Press Ann Arbor, MI
18. S.A. Kauffman E.D. Weinberger A.S. Perelson Maturation of the Immune Response Via Adaptime Walks on Affinity Landscapes in: A.S. Perelson (Ed.) Theoretical Immunology, Part One, SFI Studies in the Science of Complexity 1988 Addison-Wesley Publishing Company Reading, MA 349-382
19. R. Martin K. Teo Optimal Control of Drug Administration in Cancer Chemotherapy 1994 World Scientific Singapore, New Jersey, London, Hong Kong
20. J. McCall A. Petrovski A decision support system for chemotherapy using genetic algorithms in: M. Mouhammadian (Ed.) Computational Intelligence for Modelling 1999 Control and Automation IOS Press 65-70
21. Z. Michaelewicz Genetic Algorithms + Data structures = Evolution Programs third ed. 1999 Springer Berlin
22. M. Mitchell An Introduction to Genetic Algorithms 1998 MIT Press Cambridge, MA
23. M. Mitchell S. Forrest J.H. Holland The royal road for genetic algorithms: Fitness landscapes and GA performance in: F.J. Varela P. Bourgine (Eds.) Toward a Practice of Autonomous Systems: Proceedings of the First European Conference on Artificial Life 1992 MIT Press Cambridge, MA
24. M. Mitchell J.H. Holland S. Forrest When will a genetic algorithm outperform hillclimbing in: J.D. Cowan G. Tesauro J. Alspector (Eds.) Advances in Neural Information Processing Systems 1994 Morgan Kaufmann Los Altos, CA
25. H. Mühlenbein G. Paaß From recombination of genes to the estimation of distributions I. Binary parameters, Parallel problem solving from nature in: H.-M. Voigt W. Ebeling I. Rechenberg H.-P. Schwefeleds (Eds.) Lecture Notes in Computer Science vol. 1141 1996 Springer Berlin 178-187
26. M. Pelikan, D.E. Goldberg, F.G. Lobo, A Survey of Optimization by Building and using Probabilistic Models, University of Illinois Genetic Algorithms Laboratory, Urbana, IL, IlliGAL Report No. 99018, 1999.
27. A. Petrovski J. McCall Multi-objective optimisation of cancer chemotherapy using evolutionary algorithms in: E. Zitzler et al. (Ed.) Evolutionary Multi-Criterion Optimization Lecture Notes in Computer Science 1993 2001 Springer Berlin 531-545
28. A. Prügel-Bennett J.L. Shapiro An analysis of genetic algorithms using statistical mechanics Phys. Rev. Lett. 72 9 1994 1305-1309
29. T.E. Starzl R.M. Zinkernagel Antigen localization and migration in immunity and tolerance N. Engl. J. Med. 339 1998 1905-1913
30. G. Steel Growth Kinetics of Tumours 1977 Clarendon Oxford
31. G. Swan Role of optimal control theory in cancer chemotherapy Math. BioSci. 101 1990 237-284
32. D. Veldhuizen G. Lamont Multiobjective evolutionary algorithms: analyzing the state-of-the-art Evolut. Comput. 8 2 2000 125-147
33. M.D. Vose The Simple Genetic Algorithm 1999 MIT Press Cambridge, MA
34. T. Wheldon Mathematical Models in Cancer Research 1988 Adam Hilger Bristol, Philadelphia
35. R.M. Zinkernagel, Immunity to viruses, in: W. Paul (Ed.), Fundamental Immunology, third ed., Raven Press, New York, pp. 1121-1250 (Chapter 34).
36. R.M. Zinkernagel C. Kelly How antigen influences immunity Immunologist 5 1993 114-120
37. E. Zitzler K. Deb L. Thiele Comparison of multi-objective evolutionary algorithms: Empirical results Evolut. Comput. 8 2 2000 173-195