| 姓名 | 黃鋒樟 |
|---|---|
| 職稱 | 副教授 |
| 專長及研究領域 | 最佳化理論與應用、智慧物流與運輸、作業研究與運籌管理、生產作業排程、計算智慧、資料科學 |
| 研究室 | CM3053 |
| 分機 | 4653 |
| feng-jang.hwang@mail.nsysu.edu.tw |
| 學歷 | 2011, 博士, 資訊管理研究所, 國立交通大學 2002, 碩士, 運輸科技與管理學系, 國立交通大學 |
|---|---|
| 個人經歷 | 2017-07-01 ~ 2022-06-01, 澳洲雪梨科技大學, Senior Lecturer (Level C, 等同北美學術體制副教授級) 2017-02-01 ~ 2021-08-01, 澳洲雪梨科技大學, 數學統計/計量管理學程主任 2016-11-01 ~ 2021-11-01, 澳洲雪梨科技大學, 院務委員 2013-02-01 ~ 2017-07-01, 澳洲雪梨科技大學, Lecturer (Level B, 等同北美學術體制助理教授級) 2012-01-01 ~ 2012-12-31, 英國華威大學華威商學院, 博士後研究 2011-07-01 ~ 2011-12-31, 國立交通大學資訊管理研究所, 博士後研究 2011-03-01 ~ 2011-06-01, 國立清華大學工業工程與工程管理學系, 博士後研究 2004-10-01 ~ 2006-06-01, 中央研究院統計科學研究所, 研究助理 2002-10-01 ~ 2004-04-01, 中華民國海軍總司令部勤務指揮部, 少尉後勤官 |
| 學術服務 | 2023-01-06 ~ 2023-01-08, International Workshop on Machine Learning Techniques for Consumer Electronics Applications, 41st IEEE International Conference on Consumer Electronics (ICCE 2023), Conference General/Program/Track/Session Chair 2022-12-20 ~ 2022-12-22, Australian Conference on Industrial Engineering and Operations Management (IEOM 2022), Sydney, Australia, Conference General/Program/Track/Session Chair 2022-10-21 ~ 2022-10-24, Asia Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM 2022), Conference Committee Member 2022-08-01 ~ , International Journal of Operations Research [ISSN 1813-713X], Area Editor 2022-08-01 ~ , Operations Research Society of Taiwan (ORSTW), 會務推廣委員會召集人 2022-07-02 ~ 2022-07-06, International Conference on Mathematical Optimization Theory and Operations Research (MOTOR 2022), Petrozavodsk, Russia, Conference Committee Member 2022-02-22 ~ 2022-03-01, International Workshop on AI for Transportation, AAAI Conference on Artificial Intelligence (AAAI 2022), Vancouver, Canada, Conference General/Program/Track/Session Chair 2021-08-18 ~ 2021-08-20, IEEE International Workshop on Machine Learning for Trust, Security and Privacy in Computing and Communications (IEEE MLTrustCom 2021), Shenyang, China, Conference General/Program/Track/Session Chair 2021-07-05 ~ 2021-07-10, International Conference on Mathematical Optimization Theory and Operations Research (MOTOR 2021), Irkutsk, Russia, Conference Committee Member 2021-06-30 ~ 2022-06-30, Journal of Global Information Management, Guest Editor 2021-06-30 ~ 2022-06-30, Journal of Traffic and Transportation Engineering, Guest Editor 2021-06-21 ~ 2021-06-24, International Workshop on the Trust, Security, Privacy, Reliability, and Dependability in Mobile Computing and Communications, IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2021), Taipei, Taiwan, Conference General/Program/Track/Session Chair 2021-06-07 ~ 2021-06-09, Special Session on Multi-Goal Decision Making Techniques and its Applications, IEEE/ACIS International Conference on Big Data, Cloud Computing, and Data Science Engineering (BCD 2021), Conference General/Program/Track/Session Chair 2021-04-24 ~ 2021-04-26, Special Session on Big Data and Deep Learning Applications, IEEE International Conference on Cloud Computing and Big Data Analytics (ICCCBDA 2021), Conference General/Program/Track/Session Chair 2021-04-19 ~ 2021-04-23, International Workshop on Deep Learning for the Web of Things, The Web Conference (DLWoT 2021), Ljubljana, Slovenia, Conference General/Program/Track/Session Chair 2021-04-11 ~ 2021-04-14, International Workshop on Machine Learning and Deep Learning for Data Security Applications, International Conference on Database Systems for Advanced Applications (DASFAA 2021), Conference General/Program/Track/Session Chair 2021-04-01 ~ 2022-04-01, IEICE Transactions on Information and Systems, Guest Editor 2020-12-29 ~ 2021-01-01, IEEE International Workshop on Machine Learning for Trust, Security and Privacy in Computing and Communications (IEEE MLTrustCom 2020), Guangzhou, China, Conference General/Program/Track/Session Chair 2020-12-16 ~ 2020-12-19, International Workshop on Deep Learning Techniques for Bioinformatics and Biomedicine, IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2020), Seoul, South Korea, Conference Committee Member 2020-11-06 ~ 2020-11-08, International Workshop on Emerging Blockchain Technology Applications in Privacy Preservation, IEEE International Performance Computing and Communications Conference (IPCCC 2020), Austin, Texas, USA, Conference Committee Member 2020-09-28 ~ 2020-09-30, IEEE International Conference on Consumer Electronics (IEEE ICCE-TW 2020), Taoyuan, Taiwan, Conference Committee Member 2020-07-16 ~ 2021-07-16, Journal of Advanced Transportation, Guest Editor 2019-12-01 ~ 2020-12-01, Journal of Database Management, Guest Editor 2019-12-01 ~ 2020-12-01, International Journal of Ad Hoc and Ubiquitous Computing, Guest Editor 2019-08-22 ~ 2019-08-24, International Conference on Engineering, Science, and Industrial Applications (ICESI 2019), Tokyo, Japan, Conference General/Program/Track/Session Chair 2019-08-22 ~ 2019-08-24, International Conference on Business, Big-Data, and Decision Sciences (ICBBD 2019), Tokyo, Japan, Conference Committee Member 2018-12-31 ~ 2019-12-31, EURASIP Journal on Wireless Communications and Networking, Guest Editor 2017-12-11 ~ 2017-12-12, International Conference on Electrical Engineering and Industrial Engineering (ICEEIE 2017), Conference General/Program/Track/Session Chair 2017-11-26 ~ 2017-11-27, International Conference on Applied Mathematics, Modeling and Simulation (AMMS 2017), Conference General/Program/Track/Session Chair 2017-11-26 ~ 2017-11-27, International Conference on Artificial Intelligence and Industrial Engineering (AIIE 2017), Shanghai, China, Conference Committee Member 2017-08-02 ~ 2017-08-04, International Conference on Business, Big-Data, and Decision Sciences (ICBBD 2017), Bangkok, Thailand, Conference Committee Member |
| 類別 | 年度 | 名稱 |
|---|---|---|
| 期刊論文 | 2024 | F.J. Hwang, B. Hu, M.Y. Kovalyov (2024). Supermarket-chain grocery delivery optimization through crowdshipping. International Journal of Production Research. (SCI) |
| 期刊論文 | 2024 | Y Fang, F.J. Hwang, Y-H Huang (2024). A two-stage method for the shipper lane selection problem with time windows in transportation service procurement. International Transactions in Operational Research, 31(4), 2209-2230. (SSCI) |
| 期刊論文 | 2024 | H. Fang, C-H Chen, F.J. Hwang, C-C Chang, C-C Chang (2024). Metro station functional clustering and dual-view recurrent graph convolutional network for metro passenger flow prediction. Expert Systems with Applications, 247. (SCI) |
| 期刊論文 | 2024 | Y.-C. Tsao, D. Chen, F.J. Hwang, and V.T. Linh (2024). Intelligent clinic nurse scheduling considering nurses paired with doctors and preference of nurses. Journal of Medical Systems, 48. (SCI) |
| 期刊論文 | 2024 | C. Guo, F.J. Hwang, C-H Chen, C-C Chang, C-C Chang (2024). Dynamic spatiotemporal straight-flow network for efficient learning and accurate forecasting in traffic. IEEE Transactions on Intelligent Transportation Systems, 25(11), 18899-18912. (SCI) |
| 期刊論文 | 2024 | C. Guo, C-H Chen, F.J. Hwang, C-C Chang, C-C Chang (2024). Multi-view spatiotemporal learning for traffic forecasting. Information Sciences, 657. (SCI) |
| 期刊論文 | 2023 | H. Fang, Y. Liu, C-H Chen, F.J. Hwang (2023). Travel time prediction method based on spatial-feature-based hierarchical clustering and deep multi-input gated recurrent unit. ACM Transactions on Sensor Networks, 19(2), 1-21. (SCI) |
| 期刊論文 | 2023 | C Guo, C-H Chen, F.J. Hwang, C-C Chang, and C-C Chang (2023). Fast spatiotemporal learning framework for traffic flow forecasting. IEEE Transactions on Intelligent Transportation Systems, 24(8), 8606-8616. (SCIE) |
| 期刊論文 | 2023 | C. Guo, C-H Che, C-C Chang, F.J. Hwang, C-C Chang (2023). De-correlation neural network for synchronous implementation of estimation and secrecy. IEEE Communications Letters, 27(1), 165-169. (SCI) |
| 期刊論文 | 2022 | H Fang, CH Chen, D Chen, FJ Hwang (2022). Neuron-Network-Based Mixture Probability Model for Passenger Walking Time Distribution Estimation. IEICE TRANSACTIONS on Information and Systems. (SCI) |
| 期刊論文 | 2022 | A. Chen, W-K Jia, F.J. Hwang, G. Liu, F. Song, L. Pu (2022). Machine learning and deep learning methods for wireless network applications. EURASIP Journal on Wireless Communications and Networking. (SCI) |
| 期刊論文 | 2022 | X Fu, C Xu, Y Liu, CH Chen, FJ Hwang, J Wang (2022). Spatial heterogeneity and migration characteristics of traffic congestion—A quantitative identification method based on taxi trajectory data. Physica A: Statistical Mechanics and its Applications. (SCI) |
| 期刊論文 | 2021 | B Liu, F Zhang, F Hwang (2021). Comfort Value of Water: Natural-artificial Dual-structured Analytical Framework for Comfort Assessment of Regional Water Environment and Landscape System. Water Resources Management. (SCI) |
| 期刊論文 | 2021 | X Shan, M Pan, D Zhao, D Wang, FJ Hwang, CH Chen (2021). Maritime target detection based on electronic image stabilization technology of shipborne camera. IEICE TRANSACTIONS on Information and Systems. (SCI) |
| 期刊論文 | 2021 | CH Chen, KM Chao, FJ Hwang, C Han, L Pu (2021). Editorial: Machine Learning Methods for Distributed Sensor Network Applications. International Journal of Distributed Sensor Networks. (SCI) |
| 期刊論文 | 2021 | PH Tseng, A Zhou, FJ Hwang (2021). Northeast passage in Asia-Europe liner shipping: an economic and environmental assessment. International Journal of Sustainable Transportation. (SSCI) |
| 期刊論文 | 2021 | FJ Hwang, YH Huang (2021). An effective logarithmic formulation for piecewise linearization requiring no inequality constraint. Computational Optimization and Applications, 79(3), 601-631. (SCI) |
| 期刊論文 | 2020 | HC Lu, FJ Hwang, YH Huang (2020). Parallel and distributed architecture of genetic algorithm on Apache Hadoop and Spark. Applied Soft Computing. (SCI) |
| 期刊論文 | 2020 | YC Tsao, VV Thanh, FJ Hwang (2020). Energy-efficient single-machine scheduling problem with controllable job processing times under differential electricity pricing. Resources, Conservation and Recycling. (SCI) |
| 期刊論文 | 2020 | CH Chen, F Song, FJ Hwang, L Wu (2020). A probability density function generator based on neural networks. Physica A: Statistical Mechanics and Its Applications. (SCI) |
| 期刊論文 | 2019 | M Khatami, A Salehipour, FJ Hwang (2019). Makespan minimization for the m-machine ordered flow shop scheduling problem. Computers & Operations Research. (SCI) |
| 期刊論文 | 2019 | CH Chen, FJ Hwang, HY Kung (2019). Travel time prediction system based on data clustering for waste collection vehicles. IEICE TRANSACTIONS on Information and Systems. (SCI) |
| 期刊論文 | 2018 | FJ Hwang, BMT Lin (2018). Survey and extensions of manufacturing models in two-stage flexible flow shops with dedicated machines. Computers & Operations Research. (SCI) |
| 期刊論文 | 2018 | YH Huang, FJ Hwang (2018). Global optimization for the three-dimensional open-dimension rectangular packing problem. Engineering Optimization. (SCI) |
| 期刊論文 | 2017 | BMT Lin, FJ Hwang, JND Gupta (2017). Two-machine flowshop scheduling with three-operation jobs subject to a fixed job sequence. Journal of Scheduling. (SCI) |
| 期刊論文 | 2016 | CN Yang, BMT Lin, FJ Hwang, MC Wang (2016). Acquisition planning and scheduling of computing resources. Computers & Operations Research. (SCI) |
| 期刊論文 | 2016 | YH Huang, FJ Hwang, HC Lu (2016). An effective placement method for the single container loading problem. Computers & Industrial Engineering. (SCI) |
| 期刊論文 | 2016 | OG Czibula, H Gu, FJ Hwang, MY Kovalyov, Y Zinder (2016). Bi-criteria sequencing of courses and formation of classes for a bottleneck classroom. Computers & Operations Research. (SCI) |
| 期刊論文 | 2016 | FJ Hwang, BMT Lin (2016). Two-stage flexible flow shop scheduling subject to fixed job sequences. Journal of the Operational Research Society. (SSCI, SCI) |
| 期刊論文 | 2016 | BMT Lin, FJ Hwang, AV Kononov (2016). Relocation scheduling subject to fixed processing sequences. Journal of Scheduling. (SCI) |
| 期刊論文 | 2014 | FJ Hwang, MY Kovalyov, BMT Lin (2014). Scheduling for fabrication and assembly in a two-machine flowshop with a fixed job sequence. Annals of Operations Research. (SCI) |
| 期刊論文 | 2012 | FJ Hwang, BMT Lin (2012). Two-stage assembly-type flowshop batch scheduling problem subject to a fixed job sequence. Journal of the Operational Research Society. (SSCI, SCI) |
| 期刊論文 | 2012 | FJ Hwang, MY Kovalyov, BMT Lin (2012). Total completion time minimization in two-machine flow shop scheduling problems with a fixed job sequence. Discrete Optimization. (SCI) |
| 期刊論文 | 2011 | FJ Hwang, BMT Lin (2011). Coupled-task scheduling on a single machine subject to a fixed-job-sequence. Computers & Industrial Engineering. (SCI) |
| 期刊論文 | 2011 | BMT Lin, FJ Hwang (2011). Total completion time minimization in a 2-stage differentiation flowshop with fixed sequences per job type. Information Processing Letters. (SCI) |
| 研討會論文 | 2020 | YZ Zhang, Y Liu, CL Chung, CH Chen, FJ Hwang (2020). Multiple Linear Regression Based on Stream Homomorphic Encryption Computing. 2020 International Symposium on Computer, Consumer and Control (IS3C), Taiwan. |
| 研討會論文 | 2020 | C Guo, CH Chen, FJ Hwang, L Lyu (2020). ExpDNN4BC: Explainable deep neural network for breast cancer. 2020 International Conference on Bioinformatics, Medical Imaging and Clinical Research (ICBMICR2020), China. |
| 研討會論文 | 2019 | G Liu, C Guo, CH Chen, W Guo, FJ Hwang (2019). A Mobile Positioning Method Based on Integrated Heterogeneous Networks for Commercial Vehicle Operation System. 2019 IEEE International Conference on Industrial Internet (ICII), United States. |
| 研討會論文 | 2011 | B.M.T. Lin, F.J. Hwang, and A.V. Kononov (2011). Resource-constrained scheduling with two parallel dedicated machines subject to fixed processing sequences. The 24th Conference of the European Chapter on Combinatorial Optimization (ECCO 2011), Netherlands. |
| 研討會論文 | 2010 | FJ Hwang, MY Kovalyov, BMT Lin (2010). Minimization of total completion time in flowshop scheduling subject to fixed job sequences. The 12th International Workshop on Project Management and Scheduling (PMS’10), France. |
| 研討會論文 | 2009 | S Sevastyanov, BMT Lin, FJ Hwang (2009). Makespan minimization in parallel flow shops. The 9th Workshop on Models and Algorithms for Planning and Scheduling Problems (MAPSP 2009), Netherlands. |
| 專書及專章 | 2021 | 黃鋒樟 (2021). The Operating Room Scheduling Problem Based on Patient Priority. O. Mashkani, F.J. Hwang, A. Salehipour Data and Decision Sciences in Action 2 () . Springer Nature |
| 年度 | 名稱 |
|---|---|
| 2023 | 眾包外送模式與自營車隊整合模式下之連鎖餐廳餐點派送最佳化問題. 國家科學及技術委員會 (NSTC 112-2221-E-110-055-MY3) |
| 2022 | 元宇宙虛擬土地交易之區劃最佳化. 國家科學及技術委員會 (NSTC 111-2222-E-110-010) |
| 學年度 | 學期 | 必選修 | 開課系所 | 課號 | 課程名稱 |
|---|---|---|---|---|---|
| 112 | 2 | 選 | 企管系 | BM821 | 企業管理專題研討（四） |
| 112 | 2 | 選 | 企管系 | BM820 | 企業管理專題研討（二） |
| 112 | 1 | 選 | 企管系 | BM844 | 企業管理專題研討（三） |
| 112 | 1 | 選 | 企管系 | BM819 | 企業管理專題研討（一） |
| 112 | 1 | 必 | 企管系 | BM303A | 管理資訊系統 |
| 112 | 1 | 選 | 企管系 | BM503 | 生產與作業管理 |
| 112 | 1 | 選 | 企管系 | BM801 | 生產管理專題研討（一） |
| 111 | 2 | 選 | 企管系 | BM503 | 生產與作業管理 |
| 111 | 2 | 必 | 企管系 | BM205A | 生產與作業管理 |
| 111 | 2 | 必 | 企管系 | BM205 | 生產與作業管理 |
| 111 | 2 | 必 | 跨院選修(管) | GEAI1420 | 生產與作業管理 |
| 111 | 2 | 選 | 企管系 | BM760 | 計量管理最佳化方法與應用 |
| 111 | 1 | 必 | 企管系 | BM303 | 管理資訊系統 |
| 111 | 1 | 必 | 企管系 | BM303A | 管理資訊系統 |
| 111 | 1 | 選 | 企管系 | BM503 | 生產與作業管理 |
| 年度 | 指導學生 | 學位 | 名稱 |
|---|---|---|---|
| 2023 | Allen Zhou | 博士 | Aircraft Sequencing and Scheduling Problems |
| 2022 | Bohan Hu | 博士 | Big Data Supply Chain Optimisation for Online Food Delivery |
| 2021 | Louis Dweck | 碩士 | The Problem with Goal Setting: A Mathematical Formulation and Analysis of Goal Selection |
| 2018 | Allen Zhou | 碩士 | Robust Single-machine Scheduling with Uncertain Interval Processing Times for Minimising Weighted Completion Time |
| 2017 | Oliver Czibula | 博士 | Optimisation Algorithms for Planning and Scheduling Workplace Training |
| 2015 | John Ilacqua | 碩士 | Decomposition Scheme for Resource-constrained Project Scheduling Problems |
| 年度 | 名稱 | 頒獎機構 |
|---|---|---|
| 2024 | 教學優良課程-BM303管理資訊系統 | 國立中山大學 |
| 2024 | 教學優良課程-BM205生產與作業管理 | 國立中山大學 |
| 2022 | Sun Yat-sen Distinguished Junior Management Scholar | National Sun Yat-Sen University |
| 2022 | IEOM-Australia 2022 Review Management Award | Industrial Engineering and Operations Management Society International |
| 2017 | UTS Professional Experience Program Grant | University of Technology Sydney |
| 2017 | Albert Nelson Marquis Achievement Award | Marquis Who's Who |
| 2016 | UTS Academic Board T&L Commendation | University of Technology Sydney |
| 2016 | Inclusion in Marquis Who's Who in the World 33rd Edition | Marquis Who's Who |
| 2012 | The Best Doctoral Dissertation Award (Runner-up) of the Operations Research Society of Taiwan (ORSTW) | Operations Research Society of Taiwan (ORSTW) |
| 2004 | Distinguished Compulsory Military Service Award (R.O.C. Taiwan Navy) | R.O.C. Taiwan Navy |
| 2002 | Honorary Membership of the Phi-Tau-Phi Scholastic Honour Society (Division of NCTU) | Phi-Tau-Phi Scholastic Honour Society |
| 2000 | Honorary Membership of the Phi-Tau-Phi Scholastic Honour Society (Division of FCU) | Phi-Tau-Phi Scholastic Honour Society |
| 起迄日期 | 計劃/活動名稱 | 計劃/活動內容 | 擔任角色 |
|---|---|---|---|
| 2021-01-01 ~ 2022-07-01 | Membership of the Australian National Tertiary Education Union | Australian National Tertiary Education Union |