Genetic algorithms for modelling and optimisation

Journal of Computational and Applied Mathematics - Tập 184 Số 1 - Trang 205-222 - 2005
John McCall1
1School of Computing, Robert Gordon University, Aberdeen, Scotland, UK#TAB#

Tóm tắt

Từ khóa


Tài liệu tham khảo

T. Bäck, D.B. Fogel, Z. Michalewicz (Eds.), Handbook of Evolutionary Computation, IOP Publishing, 1997.

Bäck, 1991, A survey of evolution strategies

Bocharov, 2003, Modelling the dynamics of LCMV infection in mice: II. Compartmental structure and immunopathology, J. Theor. Biol., 221, 349, 10.1006/jtbi.2003.3180

Boyle, 1997, Exploring novel chemotherapy treatments using the WWW, Internat. J. Med. Inform., 47, 107, 10.1016/S1386-5056(97)00088-9

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.

Cassidy, 1995, Is it possible to design a logical development plan for an anti-cancer drug?, Pharm. Med., 9, 95

Chakraborty, 2003, In silico models for cellular and molecular immunology: successes, promises and challenges, Nat. Immunol., 4, 933, 10.1038/ni1003-933

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.

Davis, 1991

De Castro, 2003, Artificial immune systems as a novel soft computing paradigm, Soft Comput. J., 7

Doherty, 1995, Anatomical Environment as a determinant in viral immunity, J. Immunol., 155, 1023, 10.4049/jimmunol.155.3.1023

Doherty, 1997, Consequences of viral infections for lymphocyte compartmentalization and homeostasis, Semin Immunol., 9, 365, 10.1006/smim.1997.0094

Engelbrecht, 2002

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.

Goldberg, 1989

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.

Holland, 1975

Kauffman, 1988, Maturation of the Immune Response Via Adaptime Walks on Affinity Landscapes, 349

Martin, 1994

McCall, 1999, A decision support system for chemotherapy using genetic algorithms, 65

Michaelewicz, 1999

Mitchell, 1998

Mitchell, 1992, The royal road for genetic algorithms: fitness landscapes and GA performance

Mitchell, 1994, When will a genetic algorithm outperform hillclimbing

Mühlenbein, 1996, From recombination of genes to the estimation of distributions I. Binary parameters, Parallel problem solving from nature, vol. 1141, 178

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.

Petrovski, 2001, Multi-objective optimisation of cancer chemotherapy using evolutionary algorithms, 1993, 531

Prügel-Bennett, 1994, An analysis of genetic algorithms using statistical mechanics, Phys. Rev. Lett., 72, 1305, 10.1103/PhysRevLett.72.1305

Starzl, 1998, Antigen localization and migration in immunity and tolerance, N. Engl. J. Med., 339, 1905, 10.1056/NEJM199812243392607

Steel, 1977

Swan, 1990, Role of optimal control theory in cancer chemotherapy, Math. BioSci., 101, 237, 10.1016/0025-5564(90)90021-P

Veldhuizen, 2000, Multiobjective evolutionary algorithms: analyzing the state-of-the-art, Evolut. Comput., 8, 125, 10.1162/106365600568158

Vose, 1999

Wheldon, 1988

R.M. Zinkernagel, Immunity to viruses, in: W. Paul (Ed.), Fundamental Immunology, third ed., Raven Press, New York, pp. 1121–1250 (Chapter 34).

Zinkernagel, 1993, How antigen influences immunity, Immunologist, 5, 114

Zitzler, 2000, Comparison of multi-objective evolutionary algorithms: empirical results, Evolut. Comput., 8, 173, 10.1162/106365600568202