We discuss some consequences of the measure concentration phenomenon f
or optimization and computational problems. Topics include average cas
e analysis in optimization, efficient approximate counting, computatio
n of mixed discriminants and permanents, and semidefinite relaxation i
n quadratic programming. (C) 1997 The Mathematical Programming Society
, Inc. Published by Elsevier Science B.V.