Title :
Distance space evolutionary algorithms for protein folding prediction
Author :
Piccolboni, A. ; Mauri, G.
Author_Institution :
Dipt. di Sci. dell´´Inf., Milan Univ., Italy
Abstract :
The authors develop a novel technique for the optimization of protein energy functions. The main idea is to perform the optimization task in distance matrix space via evolutionary algorithms. To pursue this approach the authors have to deal with some hurdles mainly related to constraint handling. Finally they report some experimental results
Keywords :
evolutionary computation; molecular biophysics; optimisation; proteins; constraint handling; distance matrix space; distance space evolutionary algorithms; protein energy function optimization; protein folding prediction; Energy resolution; Evolutionary computation; Genetic algorithms; Genetic mutations; Geometry; In vivo; Optimization methods; Protein engineering; Sequences; Shape;
Conference_Titel :
Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4778-1
DOI :
10.1109/ICSMC.1998.725080