De. Clark et Dr. Westhead, EVOLUTIONARY ALGORITHMS IN COMPUTER-AIDED MOLECULAR DESIGN, Journal of computer-aided molecular design, 10(4), 1996, pp. 337-358
In recent years, search and optimisation algorithms inspired by evolut
ionary processes have been applied with marked success to a wide varie
ty of problems in diverse fields of study. In this review, we survey t
he growing application of these 'evolutionary algorithms' in one such
area: computer-aided molecular design. In the course of the review, we
seek to summarise the work to date and to indicate where evolutionary
algorithms have met with success and where they have not fared so wel
l. In addition to this, we also attempt to discern some future trends
in both the basic research concerning these algorithms and their appli
cation to the elucidation, design and modelling of chemical and bioche
mical structures.