A big-data-driven matching model based on deep reinforcement learning for cotton blending

Huosong Xia; Yuan Wang; Sajjad Jasimuddin; Justin Zuopeng Zhang; Andrew Thomas

doi:10.1080/00207543.2022.2153942

A big-data-driven matching model based on deep reinforcement learning for cotton blending

Huosong Xia
, Yuan Wang
, Sajjad Jasimuddin
, Justin Zuopeng Zhang
, Andrew Thomas

Management

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	7573-7591
Number of pages	19
Journal	International Journal of Production Research
Volume	61
Issue number	22
DOIs	https://doi.org/10.1080/00207543.2022.2153942
State	Published - 2023

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 9 Industry, Innovation, and Infrastructure

ASJC Scopus Subject Areas

Strategy and Management
Management Science and Operations Research
Industrial and Manufacturing Engineering

Keywords

Deep reinforcement learning
big data-driven
cotton blending cost optimisation
matching model
reinforcement learning reward mechanism design

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10.1080/00207543.2022.2153942

Cite this

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title = "A big-data-driven matching model based on deep reinforcement learning for cotton blending",

keywords = "Deep reinforcement learning, big data-driven, cotton blending cost optimisation, matching model, reinforcement learning reward mechanism design",

author = "Huosong Xia and Yuan Wang and Sajjad Jasimuddin and Zhang, \{Justin Zuopeng\} and Andrew Thomas",

note = "Publisher Copyright: {\textcopyright} 2022 The Author(s). Published by Informa UK Limited, trading as Taylor \& Francis Group.",

year = "2023",

doi = "10.1080/00207543.2022.2153942",

language = "English",

volume = "61",

pages = "7573--7591",

number = "22",

}

TY - JOUR

T1 - A big-data-driven matching model based on deep reinforcement learning for cotton blending

AU - Xia, Huosong

AU - Wang, Yuan

AU - Jasimuddin, Sajjad

AU - Zhang, Justin Zuopeng

AU - Thomas, Andrew

PY - 2023

Y1 - 2023

KW - Deep reinforcement learning

KW - big data-driven

KW - cotton blending cost optimisation

KW - matching model

KW - reinforcement learning reward mechanism design

UR - https://www.scopus.com/pages/publications/85144177571

UR - https://www.scopus.com/pages/publications/85144177571#tab=citedBy

U2 - 10.1080/00207543.2022.2153942

DO - 10.1080/00207543.2022.2153942

M3 - Article

AN - SCOPUS:85144177571

SN - 0020-7543

VL - 61

SP - 7573

EP - 7591

JO - International Journal of Production Research

JF - International Journal of Production Research

IS - 22

ER -

A big-data-driven matching model based on deep reinforcement learning for cotton blending

UN SDGs

ASJC Scopus Subject Areas

Keywords

Access to Document

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