Which mathematical technique revolutionized retail supply chain management by reducing the 'bullwhip effect' where small changes in consumer demand create increasingly larger fluctuations in inventory?

In the world of retail, mathematics plays a crucial role in optimizing supply chain management. Advanced algorithms and mathematical models help retailers predict demand, manage inventory, and streamline logistics. This poll tests your knowledge about how mathematical innovations have transformed modern retail supply chains, creating efficiencies that were impossible just a decade ago.

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Stochastic gradient descent
Collaborative forecasting through time series analysis
Quadratic programming for warehouse layout
Markov chain Monte Carlo simulations