The paper gives a comparison of Beale's method for quadratic programming and the Simplex Method for quadratic programming as developed by Dantzig and Van de Panne and Whinston. After summary ...

For a stochastic programming problem with a nonsmooth objective a recursive stochastic subgradient method is proposed in which successive directions are obtained from quadratic programming subproblems ...