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Solving One-Dimensional Cutting Stock Problems with the Deep Reinforcement Learning

It is well known that the one-dimensional cutting stock problem (1DCSP) is a combinatorial optimization problem with nondeterministic polynomial (NP-hard) characteristics. Heuristic and genetic algorithms are the two main algorithms used to solve the cutting stock problem (CSP), which has problems o...

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Autori principali: Jie Fang, Yunqing Rao, Qiang Luo, Jiatai Xu
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2023-02-01
Serie:Mathematics
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Accesso online:https://www.mdpi.com/2227-7390/11/4/1028
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