| Name | F. J. Hwang |
|---|---|
| Title | Associate Professor |
| Research Interests | Computational Optimisation and Operational Research, Management Information Sciences and Data Science, Intelligent Transport Logistics and Smart Manufacturing, Computational Intelligence |
| Office | CM3053 |
| Phone | 4653 |
| feng-jang.hwang@mail.nsysu.edu.tw |
| Education | 2011, Ph.D., Institute of Information Management, National Chiao Tung University 2002, Master, Department of Transportation Technology and Management (Minor in Applied Mathematics), National Chiao Tung University |
|---|---|
| Experience | 2017-07-01 ~ 2022-06-01, University of Technology Sydney, Senior Lecturer (Level C, Associate Professorship equivalent in the US system) 2017-02-01 ~ 2021-08-01, University of Technology Sydney, Programme Director (B.Sc. in Maths/Stats) 2016-11-01 ~ 2021-11-01, University of Technology Sydney, Faculty Board Member 2013-02-01 ~ 2017-07-01, University of Technology Sydney, Lecturer (Level B, Assistant Professorship equivalent in the US system) 2012-01-01 ~ 2012-12-31, Warwick Business School, The University of Warwick, Postdoctoral Fellow 2011-07-01 ~ 2011-12-31, Institute of Information Management, National Chiao Tung University, Postdoctoral Fellow 2011-03-01 ~ 2011-06-01, Dept. Industrial Eng. & Eng. Management, National Tsing Hua University, Postdoctoral Fellow 2004-10-01 ~ 2006-06-01, Institute of Statistical Science, Academia Sinica, Research Assistant 2002-10-01 ~ 2004-04-01, General Service Command, Navy General Headquarters, Republic of China Navy, Logistics Officer (Ensign) |
| Academic Services | 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 |
| Category | Year | Title |
|---|---|---|
| Journal Article | 2024 | F.J. Hwang, B. Hu, M.Y. Kovalyov (2024). Supermarket-chain grocery delivery optimization through crowdshipping. International Journal of Production Research. (SCI) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 2024 | Y-H Huang, B. Hu, F.J. Hwang (2024). Land layout optimisation for virtual land sales in the metaverse: two-dimensional assortment problem. International Journal of Production Research. (SCI) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 2020 | HC Lu, FJ Hwang, YH Huang (2020). Parallel and distributed architecture of genetic algorithm on Apache Hadoop and Spark. Applied Soft Computing. (SCI) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 2019 | M Khatami, A Salehipour, FJ Hwang (2019). Makespan minimization for the m-machine ordered flow shop scheduling problem. Computers & Operations Research. (SCI) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 2018 | YH Huang, FJ Hwang (2018). Global optimization for the three-dimensional open-dimension rectangular packing problem. Engineering Optimization. (SCI) |
| Journal Article | 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) |
| Journal Article | 2016 | CN Yang, BMT Lin, FJ Hwang, MC Wang (2016). Acquisition planning and scheduling of computing resources. Computers & Operations Research. (SCI) |
| Journal Article | 2016 | YH Huang, FJ Hwang, HC Lu (2016). An effective placement method for the single container loading problem. Computers & Industrial Engineering. (SCI) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 2016 | BMT Lin, FJ Hwang, AV Kononov (2016). Relocation scheduling subject to fixed processing sequences. Journal of Scheduling. (SCI) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 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) |
| Journal Article | 2011 | FJ Hwang, BMT Lin (2011). Coupled-task scheduling on a single machine subject to a fixed-job-sequence. Computers & Industrial Engineering. (SCI) |
| Journal Article | 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) |
| Conference Paper | 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. |
| Conference Paper | 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. |
| Conference Paper | 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. |
| Conference Paper | 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. |
| Conference Paper | 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. |
| Conference Paper | 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. |
| Book and Chapter | 2021 | F. J. Hwang (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 |
| Year | Title |
|---|---|
| 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. NSTC (NSTC 112-2221-E-110-055-MY3) |
| 2022 | Land Layout Optimization for Virtual Land Sale in the Metaverse. NSTC (NSTC 111-2222-E-110-010) |
| Year | Semester | Required / Selected | Department | Course Code | Course |
|---|---|---|---|---|---|
| 112 | 2 | Selected | Department of Business Management | BM821 | SEMINAR IN BUSINESS MANAGEMENT (Ⅳ) |
| 112 | 2 | Selected | Department of Business Management | BM820 | SEMINAR IN BUSINESS MANAGEMENT (II) |
| 112 | 1 | Selected | Department of Business Management | BM844 | SEMINAR IN BUSINESS MANAGEMENT (III) |
| 112 | 1 | Selected | Department of Business Management | BM819 | SEMINAR IN BUSINESS MANAGEMENT (Ⅰ) |
| 112 | 1 | Required | Department of Business Management | BM303A | MANAGEMENT INFORMATION SYSTEM |
| 112 | 1 | Selected | 企企管碩 | BM503 | PRODUCTIONS AND OPERATIONS MANAGEMENT |
| 112 | 1 | Selected | Department of Business Management | BM801 | SEMINAR IN PRODUCTION MANAGEMENT (I) |
| 111 | 2 | Selected | 企企管碩 | BM503 | PRODUCTIONS AND OPERATIONS MANAGEMENT |
| 111 | 2 | Required | Department of Business Management | BM205A | PRODUCTIONS AND OPERATIONS MANAGEMENT |
| 111 | 2 | Required | Department of Business Management | BM205 | PRODUCTIONS AND OPERATIONS MANAGEMENT |
| 111 | 2 | Required | 跨院選修(管) | GEAI1420 | PRODUCTIONS AND OPERATIONS MANAGEMENT |
| 111 | 2 | Selected | 企企管碩 | BM760 | OPTIMIZATION IN QUANTITATIVE MANAGEMENT |
| 111 | 1 | Required | Department of Business Management | BM303 | MANAGEMENT INFORMATION SYSTEM |
| 111 | 1 | Required | Department of Business Management | BM303A | MANAGEMENT INFORMATION SYSTEM |
| 111 | 1 | Selected | 企企管碩 | BM503 | PRODUCTIONS AND OPERATIONS MANAGEMENT |
| Year | Name | Degree | Title |
|---|---|---|---|
| 2023 | Allen Zhou | Ph.D | Aircraft Sequencing and Scheduling Problems |
| 2022 | Bohan Hu | Ph.D | Big Data Supply Chain Optimisation for Online Food Delivery |
| 2021 | Louis Dweck | Master | The Problem with Goal Setting: A Mathematical Formulation and Analysis of Goal Selection |
| 2018 | Allen Zhou | Master | Robust Single-machine Scheduling with Uncertain Interval Processing Times for Minimising Weighted Completion Time |
| 2017 | Oliver Czibula | Ph.D | Optimisation Algorithms for Planning and Scheduling Workplace Training |
| 2015 | John Ilacqua | Master | Decomposition Scheme for Resource-constrained Project Scheduling Problems |
| Year | Title | Awarding Organization |
|---|---|---|
| 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 | Phi-Tau-Phi Scholastic Honour Society |
| 2000 | Honorary Membership of the Phi-Tau-Phi Scholastic Honour Society | Phi-Tau-Phi Scholastic Honour Society |
| Period | Activity | Description | Role |
|---|---|---|---|
| 2021-01-01 ~ 2022-07-01 | Membership of the Australian National Tertiary Education Union | Australian National Tertiary Education Union |