Evolutionary drug scheduling model for cancer chemotherapy

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3103, Issue , 2004, Pages 1126-1137

  Liang, Yong ^a   Leung, Kwong Sak ^a   Mok, Tony Shu Kam ^a  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

CHEMOTHERAPY; DISEASES; GENETIC ALGORITHMS;

CANCER CHEMOTHERAPY; CLINICAL EXPERIENCE; CLINICAL TREATMENTS; DRUG SCHEDULING; GENETIC SEARCH; MULTI-MODAL; OPTIMAL CONTROL MODEL;

SCHEDULING;

EID: 27144556841     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-24855-2_122     Document Type: Article

References (11)

1. Carrasco, E.F., Banga, J.R.: Dynamic Optimization of Batch Reactors Using Adaptive Stochastic Algorithms. Ind. Eng. Chem. Res. 36 (1997) 2252-2261
2. Coldie, J.H., Coldman, A.J.: A Mathematical Model for Relating the Drug Sensitivity of Tumors of Their Spontaneous Mutation Rate. Can. Treat. Rep. 63 (1978) 1727-1733
3. Crowther, D.: Rational Approach to The Chemotherapy of Human Malignant Disease-II. B. Med. J. 4 (1974) 216-218
4. Leung, K.S., Liang, Y: Genetic Algorithm with Adaptive Elitist-population Strategies for Multimodal Function Optimization. Proc. of Int. Conf. GECCO-2003. (2003) 1160-1171, and nomination for best paper award at GECCO-2003
5. Luus, R., Harting, F., Keil, F.J.: Optimal Drug Scheduling of Cancer Chemotherapy by Direct Search Optimization. Hung. J. Ian. Chen. 23 (1995) 55-58
6. Martin, R.B.: Optimal Control Drug Scheduling of Cancer Chemotherapy. Automatics. 28 (1992) 1113-1123
7. Murray, J.M.: Optimal Control of a Cancer Chemotherapy Problem with General Growth and Loss Functions. Math. Biosci. 38 (1990) 273-287
8. Press, W.H., Teukolsky, S.A., Vetterling, W.T., Flannery, B.P.: Numerical Recipes in C: he Art of Scientific Computing. 2nd edn. Cambridge University Press (1992)
9. Skipper, H.E.: Adjuvant Chemotherapy. Cancer. 41 (1978) 936-940
10. Tan, K.C., Khor, E.F., Cai, J., Heng, C.M., Lee, T.H.: Automating the Drug Scheduling of Cancer Chemotherapy via Evolutionary Computation. Artificial Intelligence in Medicine. 25 (2002) 169-185
11. Wheldon, T.E.: Mathematical Models in Cancer Research. Bristol. Adam Hilger. (1998)