Memetic NSGA - a multi-objective genetic algorithm for classification of microarray data

• Published in: 15th International Conference on Advanced Computing and Communications (ADCOM 2007) pp. 75 - 80
• Main Authors: Kumar K., Praveen, Sharath, S., D'Souza, G. Rio, Sekaran, K. Chandra
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.12.2007
• Subjects: Educational institutions; Evolutionary computation; Gene expression; Genetic algorithms; Genetic mutations; Sorting

In Gene Expression studies, the identification of gene subsets responsible for classifying available samples to two or more classes is an important task. One major difficulty in identifying these gene subsets is the availability of only a few samples compared to the number of genes in the samples. H...