Research Interests
- Meta-heuristics: evolutionary algorithms, multiobjective optimization, parameter control, and parallelization
- Scheduling: production scheduling, vehicle routing, power dispatch
Teaching
- Computer Programming and Data Analysis in Sports (Fall 2020, Fall 2021, Spring 2022, Fall 2022−2023)
- First-Year Seminar (Fall, 2017−2024)
- The Practice of Programming (Fall, 2008-2016; Spring, 2019, 2021, 2023, 2025)
- Metaheuristics and Problem Solving (Spring, 2011−2013, 2015−2016, 2018, 2020, 2022)
- Data Science and Computer Programming (Fall 2018, Spring 2019, Fall 2019, Spring 2019)
- Computer Programming (II) (Spring, 2012−2018, 2025)
- Computer Programming (I) (Fall, 2011-2017, 2024)
- Artificial Intelligence (Spring, 2009−2010)
- Introduction to Computer Science (Fall, 2009−2010)
- Parallel Algorithms (Fall, 2008)
Publications (More...)
- Thammarsat Visutarrom and Tsung-Che Chiang, Economic dispatch using metaheuristics: algorithms, problems, and solutions, Applied Soft Computing, vol.150, Article 110891, 2024.
- Tsung-Che Chiang and Wei-Huai Hsu, A knowledge-based evolutionary algorithm for the multiobjective vehicle routing problem with time windows, Computers & Operations Research, vol. 45, pp. 25 - 37, 2014.
- Tsung-Che Chiang, Enhancing rule-based scheduling in wafer fabrication facilities by evolutionary algorithms: Review and opportunity, Computers & Industrial Engineering, vol. 64, no. 1, pp. 524 - 535, 2013.
- Tsung-Che Chiang and Hsiao-Jou Lin, A simple and effective evolutionary algorithm for multiobjective flexible job shop scheduling, International Journal of Production Economics, vol. 141, no.1, pp. 87 - 98, 2013.
- Tsung-Che Chiang and Li-Chen Fu, Rule-based scheduling in wafer fabrication with due date-based objectives, Computers & Operations Research, vol. 39, no. 11, pp. 2820 - 2835, 2012.
- Tsung-Che Chiang, Hsueh-Chien Cheng, and Li-Chen Fu, NNMA: An effective memetic algorithm for solving multiobjective permutation flow shop scheduling problems, Expert Systems with Applications, vol. 38, no. 5, pp. 5986 - 5999, 2011.
- Tsung-Che Chiang, Hsueh-Chien Cheng, and Li-Chen Fu, A memetic algorithm for minimizing total weighted tardiness on parallel batch machines with incompatible job families and dynamic job arrival, Computers & Operations Research, vol. 37, no. 12, pp. 2257 - 2269, 2010.
Professional Activities (More...)
Organizer
- Special Session on Theory and Applications of Evolutionary Algorithms, in the Conference on Technologies and Applications of Artificial Intelligence (TAAI 2019), Nov. 21-23, 2019.
- Workshop on Theory and Applications of Evolutionary Algorithms (TAEA 2016) in the Conference on Technologies and Applications of Artificial Intelligence (TAAI 2016), Nov. 25-27, 2016.
Invited Talks
- Solving the Vehicle Routing Problem with Time Windows by Evolutionary Algorithms, Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, November 26, 2012.
Competitions
- Fighting Game AI Competition (FTGAI 2016), 3rd place. (with Che-Chun Chen and Cheng-Yuan Wu)
- General Video Game AI Competition (GVG-AI 2014), 2nd place. (with Jerry Lee)
- Cross-domain Heuristic Search Challenge (CHeSC 2014), 1st place. (with Yu-Han Chen, Meng-Lin Hsieh, and Wei-Ju Sun)
Research Grants (More...)
- Large-scale environmental/economic dispatch using adaptive evolutionary algorithms (I)(II), 2020.08 - 2022.07 (Grant No. MOST109-2221-E-003-025-, MOST110-2221-E-003-017-)
- Data science oriented computational thinking and programming instruction (I)(II)(III), 2017.08 - 2019.07 (Grant No. MOST106-2511-S-003-032-, MOST107-2511-H-003-026-, MOST108-2511-H-003-037-)
- Evolutionary multiobjective optimization: decomposition and hybridization, 2016.08 - 2017.07 (Grant No. MOST105-2221-E-003-021 -)
- Design and evaluation of adaptive multiobjective differential evolution algorithms, 2013.08 - 2015.07 (Grant No. NSC102-2221-E-003 -023, MOST103-2221-E-003-019)
