A reinforcement learning approach to the stochastic cutting stock problem
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Publication:6114929
DOI10.1016/j.ejco.2022.100027zbMath1530.90110arXiv2109.09592OpenAlexW3201272472MaRDI QIDQ6114929
Arthur H. F. Murta, Anselmo R. Pitombeira-Neto
Publication date: 12 July 2023
Published in: EURO Journal on Computational Optimization (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2109.09592
Approximation methods and heuristics in mathematical programming (90C59) Dynamic programming (90C39) Markov and semi-Markov decision processes (90C40)
Related Items (1)
Cites Work
- Mathematical models and a heuristic method for the multiperiod one-dimensional cutting stock problem
- On the cutting stock problem under stochastic demand
- Classification and literature review of integrated lot-sizing and cutting stock problems
- The combined cutting stock and lot-sizing problem in industrial processes
- One-dimensional cutting stock optimization in consecutive time periods
- The stochastic trim-loss problem
- The one-dimensional cutting stock problem with due dates
- An approximate dynamic programming approach for sequential pig marketing decisions at herd level
- A combined cutting-stock and lot-sizing problem
- Approximate dynamic programming for planning a ride-hailing system using autonomous fleets of electric vehicles
- A matheuristic algorithm for the one-dimensional cutting stock and scheduling problem with heterogeneous orders
- A tutorial on the cross-entropy method
- An improved typology of cutting and packing problems
- A Dynamic Stochastic Stock-Cutting Problem
- Approximate Dynamic Programming
- A Linear Programming Approach to the Cutting-Stock Problem
- A Stochastic Cutting Stock Procedure: Cutting Rolls of Insulating Tape
- 10.1162/1532443041827907
- A Tutorial on Linear Function Approximators for Dynamic Programming and Reinforcement Learning
- A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
- A Linear Programming Approach to the Cutting Stock Problem—Part II
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