Adaptive system optimization using random directions stochastic approximation

Prashanth L. A., Shalabh Bhatnagar, Michael Fu +1

We present novel algorithms for simulation optimization using random directions stochastic approximation (RDSA). These include first-order (gradient) as well as second-order (Newto…