USING GENETIC ALGORITHMS WITH A-PRIORI KNOWLEDGE FOR QUANTITATIVE NMRSIGNAL ANALYSIS

Authors
CHOY WY SANCTUARY BC
Citation
Wy. Choy et Bc. Sanctuary, USING GENETIC ALGORITHMS WITH A-PRIORI KNOWLEDGE FOR QUANTITATIVE NMRSIGNAL ANALYSIS, Journal of chemical information and computer sciences, 38(4), 1998, pp. 685-690
Citations number
19
Categorie Soggetti
Computer Science Interdisciplinary Applications","Computer Science Information Systems","Computer Science Interdisciplinary Applications",Chemistry,"Computer Science Information Systems
Journal title
Journal of chemical information and computer sciences → ACNP
ISSN journal
00952338
Volume
38
Issue
4
Year of publication
1998
Pages
685 - 690
Database
ISI
SICI code
0095-2338(1998)38:4<685:UGAWAK>2.0.ZU;2-E
Abstract
Genetic algorithms (GA) have been successfully applied to solve many o ptimization problems in science and engineering. In this work, we demo nstrate by using a priori knowledge, that GA, are useful in NMR parame ter estimation, especially when the signal-to-noise ratio is low. More over, different combinations of reproduction, recombination, and mutat ion schemes can greatly affect the optimization accuracy and efficienc y.