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Kim, Hyun-Jung (김현정)
부교수, (산업및시스템공학과)

http://msslab.kaist.ac.kr

Research Area
Optimization, Production Management, Supply Chain Management
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Deep Reinforcement Learning With a Look-Ahead Search for Robotic Cell Scheduling

    Kim, Hyun-Jung; Lee, Jun-Ho, IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, v.54, no.1, pp.622 - 633, 2024-01

    2
    The Impact of Processing Time Variations on Swap Sequence Performance in Dual-Armed Cluster Tools

    Lee, Jun-Ho; Kim, Hyun-Jung, IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, v.20, no.4, pp.2668 - 2677, 2023-10

    3
    Look-ahead based reinforcement learning for robotic flow shop scheduling

    Kim, Hyun-Jung; Lee, Jun-Ho, JOURNAL OF MANUFACTURING SYSTEMS, v.68, pp.160 - 175, 2023-06

    4
    Single-machine scheduling with energy generation and storage systems

    Kim, Hyun-Jung; Kim, Eun-Seok; Lee, Jun-Ho; et al, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v.60, no.23, pp.7033 - 7052, 2022-12

    5
    Special Issue on Analysis, Design, and Optimization in Smart and Connected Production and Service Systems

    Li, Jingshan; Yan, Chao-Bo; Kim, Hyun-Jung; et al, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v.60, no.13, pp.3945 - 3947, 2022-07

    6
    A Multi-Manned Assembly Line Worker Assignment and Balancing Problem With Positional Constraints

    Yang, Hyungjoon; Lee, Je-Hun; Lee, Sang Hyun; et al, IEEE ROBOTICS AND AUTOMATION LETTERS, v.7, no.3, pp.7786 - 7793, 2022-07

    7
    An exact algorithm for an identical parallel additive machine scheduling problem with multiple processing alternatives

    Kim, Jun; Kim, Hyun-Jung, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v.60, no.13, pp.4070 - 4089, 2022-07

    8
    산업공학의 경쟁력 강화를 위한 방안 연구: 산업체 대상 설문 및 결과 분석

    황규선; 김현정, 대한산업공학회지, v.48, no.3, pp.259 - 264, 2022-06

    9
    Scheduling of step-improving jobs with an identical improving rate

    Kim, Hyunjung; Kim, Eun-Seok; Lee, Jun-Ho, JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, v.73, no.5, pp.1127 - 1136, 2022-05

    10
    Reinforcement learning for robotic flow shop scheduling with processing time variations

    Lee, Jun-Ho; Kim, Hyun-Jung, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v.60, no.7, pp.2346 - 2368, 2022-04

    11
    Scheduling of Dual-Gripper Robotic Cells With Reinforcement Learning

    Kim, Hyun-Jung; Lee, Jun-Ho, IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, v.19, no.2, pp.1120 - 1136, 2022-04

    12
    l1 Trend Filtering-Based Change Point Detection for Pumping Line Balance of Deposition Equipment

    Ahn, Jeongsun; Kim, Duyeon; Song, Mingi; et al, IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, v.35, no.1, pp.137 - 145, 2022-02

    13
    총완료시간 최소화를 위한 3-설비 중첩 대기시간 제약 플로우샵 스케줄링

    이준호; 김현정, 한국SCM학회지, v.21, no.3, pp.1 - 12, 2021-12

    14
    A heuristic algorithm for identical parallel machine scheduling: splitting jobs, sequence-dependent setup times, and limited setup operators

    Lee, Jun-Ho; Kim, Hyun-Jung, FLEXIBLE SERVICES AND MANUFACTURING JOURNAL, v.33, no.4, pp.992 - 1026, 2021-12

    15
    Rescheduling of unrelated parallel machines with job-dependent setup times under forecasted machine breakdown

    Kim, Young-In; Kim, Hyun-Jung, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v.59, no.17, pp.5236 - 5258, 2021-09

    16
    Parallel machine scheduling with multiple processing alternatives and sequence-dependent setup times

    Kim, Jun; Kim, Hyun-Jung, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v.59, no.18, pp.5438 - 5453, 2021-09

    17
    Cyclic robot scheduling for 3D printer-based flexible assembly systems

    Kim, Hyunjung; Lee, JH, Annals of Operations Research, v.298, no.1-2, pp.339 - 359, 2021-03

    18
    Iterative job splitting algorithms for parallel machine scheduling with job splitting and setup resource constraints

    Lee, Jun-Ho; Jang, Hoon; Kim, Hyun-Jung, JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, v.72, no.4, pp.780 - 799, 2021-03

    19
    Scheduling uniform parallel dedicated machines with job splitting, sequence-dependent setup times, and multiple servers

    Kim, Hyun-Jung; Lee, Jun-Ho, COMPUTERS & OPERATIONS RESEARCH, v.126, 2021-02

    20
    A Sequential Search Method of Dispatching Rules for Scheduling of LCD Manufacturing Systems

    Lee, Je-Hun; Kim, Young; Kim, Yun Bae; et al, IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, v.33, no.4, pp.496 - 503, 2020-11
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