Validating a model of colon colouration using an Evolution Strategy with adaptive approximations

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

Volumn 3103, Issue , 2004, Pages 1005-1016

  Hidović, Džena ^a   Rowe, Jonathan E ^a  

^a UNIVERSITY OF BIRMINGHAM   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE OPTICS; COMPUTATION THEORY; EVOLUTIONARY ALGORITHMS; HISTOLOGY; ITERATIVE METHODS; MONTE CARLO METHODS; OPTICAL PROPERTIES; TISSUE;

ADAPTIVE APPROXIMATION; EVOLUTION STRATEGIES; EVOLUTIONARY TECHNIQUES; LIGHT INTERACTION; OPTIMISATION METHOD; OPTIMISATION PROBLEMS; PHYSICS-BASED MODELING; TISSUE ABNORMALITIES;

OPTIMIZATION;

EID: 35048850856     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-24855-2_112     Document Type: Article

References (12)

1. Claridge, E., Cotton, S.D.: Developing a predictive model of human skin coloring. Proceedings of SPIE 2708 (1996) 814-825
2. Claridge, E., Cotton, S.D., Hall, P., Moncrieff, M.: From colour to tissue histology: Physics based interpretation of images of pigmented skin lesions. Medical Image Analysis 7 (2003) 489-502
3. Prahl, S.A., Keijzer, M., Jacques, S.L., Welch, A.J.: Monte carlo model of light propagation in tissue. In Mueller, G., Sliney, D., eds.: SPIE Proceedings of Dosimetry of Laser Radiation in Medicine and Biology. Volume IS 5. (1989) 102-111
4. Wang, L., Jacques, S.L.: Monte Carlo modelling of light transport in multi-layered tissues in standard C. Univ of Texas, MD Anderson cancer center (1998)
5. Prahl, S.A.: Mie theory. Oregon Medical Laser Centre, http://omlc.ogi.edu/software/mie/index.html (2000)
6. Ge, Z., Schomacker, K.T., Nishioka, N.S.: Identification of colonic dysplasia and neoplasia by diffuse reflectance spectroscopy and pattern recognition techniques. Applied Spectroscopy 52 (1998) 833-839
7. Rowe, J.E., Hidović, D.: An evolution strategy using a continuous version of the Gray-code neighbourhood distribution. To appear in Proceedings of GECCO (2004)
8. Kubelka, P., Munk, F.: Ein beitrag zur optik der farbanstriche. Zeitschrift für Technishen Physik 12 (1931) 593-601
9. Egan, W.G., Hilgeman, T.W.: Optical Properties of Inhomogeneous Materials. Academic Press (1979)
10. Jin, Y.: A comprehensive survey of fitness approximation in evolutionary computation. Soft Computing (2003) In press.
11. Jin, Y., Olhofer, M., Sendhoff, B.: A framework for evolutionary optimization with approximate fitness function. IEEE Transactions on Evolutionary Computation 6 (2002) 481-494
12. Brooker, A.J., Dennis, J., Frank, P.D., Scrani, D.B., Torczon, V., Trosset, M.: A rigourous framework for optimization of expensive functions by surrogates. Structural Optimization 17 (1998) 1-13