A projected stochastic approximation algorithm
It is noted that classical stochastic approximation algorithms often diverge because of boundedness problems. The standard approach to preventing this is to project the sequence generated by the algorithm onto a predetermined compact set K. However, in the typical application, the approximate locati...
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