Associate Professor Tsung-Che Chiang

Department of Computer Science and Information Engineering
National Taiwan Normal University

Tel: +886-2-77346692    Fax: +886-2-29322378    Email   實驗室消息 
　

Evolve our mind, schedule our life.

• Ph.D. in Computer Science, Department of Computer Science and Information Engineering, National Taiwan University (Advisor: Prof. Li-Chen Fu)

• Master of Computer Science, Department of Computer Science and Information Engineering, National Taiwan University (Advisor: Prof. Li-Chen Fu)

• Bachelor of Education, Department of Information and Computer Education, National Taiwan Normal University

• Meta-heuristics: evolutionary algorithms, multiobjective optimization, parameter control, and parallelization

• Scheduling: production scheduling, vehicle routing, power dispatch

• Computer Programming and Data Analysis in Sports (Fall 2020, Fall 2021, Spring 2022, Fall 2022−2023)

• First-Year Seminar (Fall, 2017−2023)

• The Practice of Programming (Fall, 2008-2016; Spring, 2019−2023)

• Metaheuristics and Problem Solving (Spring, 2011−2013, 2015−2016, 2018, 2021)

• Data Science and Computer Programming (Fall 2018, Spring 2019, Fall 2019, Spring 2019)

• Computer Programming (II) (Spring, 2012−2018)

• Computer Programming (I) (Fall, 2011-2017)

• Artificial Intelligence (Spring, 2009−2010)

• Introduction to Computer Science (Fall, 2009−2010)

• Parallel Algorithms (Fall, 2008)

• 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)

Students (More...)

   Doctoral students (2)

• Yeh, Tsung-Su
• Thammarsat Visutarrom

    Master students (9)

• Lin, Ting-Han
• Chen, Chung-Yao
• Hsu, Fang-Chi
• Yeh, Jia-Fong
• Ho, Jia-Hui
• Chou, Yen-Chen
• Jia, Hou-Chen
• Yang, Ya-Ju
• Chen, Ting-Yu
• Huang, Chin-Ting

    Undergraduate students