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   Ǯ 
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Evolve our mind, schedule our life.


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@ Education
@ Research Interests
  • Meta-heuristics: evolutionary algorithms, multiobjective optimization, parameter control, and parallelization

  • Scheduling: production scheduling and vehicle routing

@ Teaching
  • Computer Programming (II) (2012-2017)

  • Computer Programming (I) (2011-2016)

  • The Practice of Programming (2008-2016)

  • Metaheuristics and Problem Solving (2011-2013, 2015-2016)

  • Artificial Intelligence (2009-2010)

  • Introduction to Computer Science (2009-2010)

  • Parallel Algorithms (2008)

@ Publications (More...)
  • 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.

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  Professional Activities (More...)

     Organizer

  • 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)

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  Research Grants (More...)

  • Evolutionary multiobjective optimization: decomposition and hybridization, 2016.08 - 2017.07 (Grant No. 105-2221-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)

  • Solving the vehicle routing problem with time windows in the perspectives of multiobjective and constrained optimization (I)(II), 2011.08 - 2013.07 (Grant No. 100-2221-E-003-004, 101-2221-E-003-007)

  • A hybrid genetic algorithm for multiobjective scheduling in flexible job shops, National Science Council, 2010.08 - 2011.07 (Grant No. 99-2221-E-003-018)

  • Multiobjective scheduling in semiconductor manufacturing systems, National Science Council, 2009.08 - 2010.07 (Grant No. 98-2221-E-003-012)

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Students (More...)

   Doctoral student

Yeh, Tsung-Su To be determined

    Master students

Wu, Cheng-Yuan To be determined
Chen, Chung-Yao To be determined
Hsu, Fang-Chi To be determined

Lin, Ting-Han

Energy-efficient production scheduling

Lin, Tsong.-Yi

Emission economic dispatch

Lee, Chen-Yu

Many-objective evolutionary optimization

    Undergraduate students

Yang, Z.Y., Wu, S.R., Wu, C.Y., & Pan, S.W.

 

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