An application of a multivariate estimation of distribution algorithm to cancer chemotherapy

GECCO'08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008

Volumn , Issue , 2008, Pages 463-464

  Brownlee, Alexander ^a   Pelikan, Martin ^b   McCall, John ^a   Petrovski, Andrei ^a  

^a ROBERT GORDON UNIVERSITY   (United Kingdom)

^b UNIVERSITY OF MISSOURI ST LOUIS   (United States)

Author keywords

Complexity; Estimation of distribution algorithms; Medical applications

Indexed keywords

DISEASES; MEDICAL APPLICATIONS; OPTIMIZATION;

CANCER CHEMOTHERAPY; CHEMOTHERAPY TREATMENT; COMPLEXITY; ESTIMATION OF DISTRIBUTION ALGORITHMS; MULTIVARIATE ESTIMATION; OPTIMISATION PROBLEMS; PROBABILISTIC MODELING; UNIVARIATE MODELS;

CHEMOTHERAPY;

EID: 57349170171     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1389095.1389179     Document Type: Conference Paper

References (10)

1. AGUR, Z., HASSIN, R. AND LEVY, S. 2006. Optimizing Chemotherapy Scheduling Using Local Search Heuristics. Operations research 54, pp. 829-846.
2. BROWNLEE, A., PELIKAN, M., MCCALL, J. AND PETROVSKI, A. 2008. An Application of a Multivariate Estimation of Distribution Algorithm to Cancer Chemotherapy. MEDAL Technical Report No. 2008005. Available from: http://medal.cs.umsl.edu/files/2008005.pdf
3. HECKENDORN, R.B. AND WRIGHT, A.H. 2004. Efficient Linkage Discovery by Limited Probing. Evolutionary computation 12, pp. 517-545.
4. LIANG, Y., LUENG, K.S. AND MOK, T.S.K. 2006. Automating the drug scheduling with different toxicity clearance in cancer chemotherapy via evolutionary computation. In GECCO '06: Proceedings of the 8th annual conference on Genetic and evolutionary computation, Seattle, Washington, USA, pp. 1705-1712.
5. MCCALL, J., PETROVSKI, A. AND SHAKYA, S. 2008. Evolutionary Algorithms for Cancer Chemotherapy Optimization. In Computational Intelligence in Bioinformatics, G.B. FOGEL, D.W. CORNE AND Y. PAN, Eds. Wiley, pp. 265-296.
6. MÜHLENBEIN, H. AND PAAß, G. 1996. From Recombination of Genes to the Estimation of Distributions I. Binary Parameters. In PPSNIV: Proceedings of the 4th International Conference on Parallel Problem Solving from Nature, Springer-Verlag, pp. 178-187.
7. OCHOA, G., VILLASANA, M. AND BURKE, E.K. 2007. An evolutionary approach to cancer chemotherapy scheduling. Genetic Programming and Evolvable Machines 8, pp. 301-318.
8. PELIKAN, M. 2005. Hierarchical Bayesian Optimization Algorithms. Springer Verlag.
9. PETROVSKI, A., SHAKYA, S. AND MCCALL, J. 2006. Optimising cancer chemotherapy using an estimation of distribution algorithm and genetic algorithms. In GECCO '06: Proceedings of the 8th annual conference on Genetic and evolutionary computation, Seattle, Washington, USA, pp. 413-418.
10. TAN, K.C., KHOR, E.F., CAI, J., HENG, CM. AND LEE, T.H. 2002. Automating the drug scheduling of cancer chemotherapy via evolutionary computation. Artificial Intelligence in Medicine 25, 169-18