5 citations · 10 across the 5 of their papers we have counts for
5 papers
Approximate Dynamic Programming for Delivery Time Slot Pricing: a Sensitivity Analysis
Denis Lebedev, Kostas Margellos, Paul Goulart
We consider the revenue management problem of finding profit-maximising prices for delivery time slots in the context of attended home delivery. This multi-stage optimal control pr…
Gradient-Bounded Dynamic Programming for Submodular and Concave Extensible Value Functions with Probabilistic Performance Guarantees
Denis Lebedev, Paul Goulart, Kostas Margellos
We consider stochastic dynamic programming problems with high-dimensional, discrete state-spaces and finite, discrete-time horizons that prohibit direct computation of the value fu…
Gradient-Bounded Dynamic Programming with Submodular and Concave Extensible Value Functions
Denis Lebedev, Paul Goulart, Kostas Margellos
We consider dynamic programming problems with finite, discrete-time horizons and prohibitively high-dimensional, discrete state-spaces for direct computation of the value function…
Dynamic Programming for Optimal Delivery Time Slot Pricing
Denis Lebedev, Paul Goulart, Kostas Margellos
We study the dynamic programming approach to revenue management in the context of attended home delivery. We draw on results from dynamic programming theory for Markov decision pro…
A Concave Value Function Extension for the Dynamic Programming Approach to Revenue Management in Attended Home Delivery
Denis Lebedev, Paul Goulart, Kostas Margellos
We study the approximate dynamic programming approach to revenue management in the context of attended home delivery. We draw on results from dynamic programming theory for Markov…