Beyond Hirsch Conjecture: Walks on Random Polytopes and Smoothed Complexity of the Simplex Method.

Roman Vershynin

Published in: FOCS (2006)

Keyphrases

simplex method
linear programming
linear fractional
linear program
convergence rate
machine learning
computational complexity
primal dual
linear programming problems
search algorithm
dynamic programming
state space
convex hull
simplex algorithm
interior point algorithm