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International Conference “Stochastic Optimization and Optimal Stopping” was held in Moscow, Russia on September 24–28, 2012. The conference was organized by Steklov Mathematical Institute, Predictive Modeling Laboratory and STRADO. Main topics: Changepoint detection problems Numerical stochastic optimization Optimal stopping problems Sequential hypothesis testing Stochastic control in finance Stochastic differential equations