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
　

<< If you are interested in my research work but cannot access them from the official sites, I am glad to offer them through private communication. >>

  • Publications - International Conference Papers (57)

    1. Cheng-Ju Lu and Tsung-Che Chiang, IMF-PSO: a particle swarm optimization algorithm for feature selection in classification, In: Lee, CY., Lin, CL., Chang, HT. (eds) Technologies and Applications of Artificial Intelligence. TAAI 2023. Communications in Computer and Information Science, vol 2074. pp. 110-125, Taiwan, Dec. 1-2, 2023.

    2. Jing-Ting Huang and Tsung-Che Chiang, Promising area exploration based on hybrid niching: a metaheuristic search framework for multimodal optimization, Proc. of IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), pp. 712-716, Singapore, Dec. 18-21, 2023.

    3. Hsuan-Jen Ko, Thammarsat Visutarrom, and Tsung-Che Chiang, Dynamic economic emission dispatch through evolutionary multiobjective optimization: An experimental study, Proc. of IEEE Symposium Series on Computational Intelligence (SSCI), pp. 750-759, Singapore, Dec. 4-7, 2022.

    4. Tsung-Che Chiang, Thammarsat Visutarrom, Sadan Kulturel-Konak, and Abdullah Konak, An adaptive multiobjective evolutionary algorithm for economic emission dispatch, Proc. of IEEE Congress on Evolutionary Computation (CEC), Padua, Italy, Jul. 18-23, 2022.

    5. Tsung-Su Yeh and Tsung-Che Chiang, Hybrid flowshop scheduling using leaders and followers: an implementation with iterated greedy and genetic algorithm, Proc. of IEEE Symposium Series on Computational Intelligence (SSCI), Orlando, Florida, USA (virtual conference due to COVID-19), Dec. 5-7, 2021.

    6. Ya–Ju Yang, Tsung–Su Yeh, and Tsung–Che Chiang, Deck building in collectible card games using genetic algorithms: a case study of legends of code and magic, Proc. of IEEE Symposium Series on Computational Intelligence (SSCI), Orlando, Florida, USA (virtual conference due to COVID-19), Dec. 5-7, 2021.

    7. Thammarsat Visutarrom, Tsung-Che Chiang, Abdullah Konak, and Sadan Kulturel-Konak, Reinforcement learning-based differential evolution for solving economic dispatch problems, Proc. of IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), pp. 913 - 917, Singapore (virtual conference due to COVID-19),  Dec. 14-17, 2020. [Outstanding Paper Award]

    8. Hao-Cheng Chia, Tsung-Su Yeh, and Tsung-Che Chiang, Designing card game strategies with genetic programming and Monte-Carlo tree search, Proc. of IEEE Symposium Series on Computational Intelligence (SSCI),  pp. 2351 - 2358, Canberra Australia (virtual conference due to COVID-19), Dec. 1-4, 2020.

    9. Yann-Chern Jou, Shuo-Ying Wang, Jia-Fong Yeh, and Tsung-Che Chiang, Multi-population modified L-SHADE for single objective bound constrained optimization, Proc. of IEEE Congress on Evolutionary Computation (CEC), pp. 658-665, Glasgow, UK (virtual conference due to COVID-19), Jul. 19-24, 2020.

    10. Thammarsat Visutarrom and Tsung-Che Chiang, Environmental/economic dispatch using multiobjective adaptive differential evolution with hybrid mutation, Proc. of Conference on Technologies and Applications of Artificial Intelligence (TAAI), Kaohsiung, Taiwan, Nov. 11-23, 2019.

    11. Ting-Yu Chen, Jia-Fong Yeh, Tsung-Su Yeh, and Tsung-Che Chiang, Parameter setting of CMA-ES: a numerical study on CEC2019 100-digit challenge, Proc. of Conference on Technologies and Applications of Artificial Intelligence (TAAI), Kaohsiung, Taiwan, Nov. 11-23, 2019.

    12. Tsung-Su Yeh and Tsung-Che Chiang, Domain heuristics for evolutionary scheduling of no-wait flow shops, Proc. of IEEE International Conferences on Cybernetics and Intelligent Systems and IEEE International Conference on Robotics, Automation and Mechatronics (CIS-RAM), pp. 215 - 220, Bangkok, Thailand, Nov. 18-20, 2019.

    13. Thammarsat Visutarrom and Tsung-Che Chiang, An evolutionary algorithm with heuristic longest cycle crossover for solving the capacitated vehicle routing problem, Proc. of IEEE Congress on Evolutionary Computation (CEC), pp. 658-665, Willington, New Zealand, Jun. 11-13, 2019.

    14. Jia-Fong Yeh, Ting-Yu Chen, and Tsung-Che Chiang, Modified L-SHADE for single objective real-parameter optimization, Proc. of IEEE Congress on Evolutionary Computation (CEC), pp. 373-378, Willington, New Zealand, Jun. 11-13, 2019.

    15. Tsung-Su Yeh and Tsung-Che Chiang, An improved multiobjective evolutionary algorithm for solving the no-wait flow shop scheduling problem, Proc. of International Conference on Industrial Engineering and Engineering Management (IEEM), Bangkok, Thailand, Dec. 16-19, 2018.

    16. Cheng-Yuan Wu, Thammarsat Visutarrom, and Tsung-Che Chiang, Green vehicle routing problem: the tradeoff between travel distance and carbon emissions, Proc. of the 15th International Conference on Control, Automation, Robotics and Vision (ICARCV), Singapore, Nov. 18-21, 2018.

    17. Chen-Yu Lee, Jia-Fong Yeh, and Tsung-Che Chiang, A many-objective evolutionary algorithm with reference point-based and vector angle-based selection, Proc. of the 11th International Conference on Genetic and Evolutionary Computing (ICGEC), pp. 3-11, Kaohsiung, Taiwan, November, 2017.

    18. Zhong-Yi Lin, Tsung-Che Chiang, and Chen-Yu Lee, Adaptive multiobjective differential evolution algorithms for environmental/economic dispatch, Proc. of the 5th International Conference on Smart Computing and Artificial Intelligence (SCAI), 2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI), Hamamatsu, Japan, July, 2017.

    19. Yu-Teng Chang and Tsung-Che Chiang, Multiobjective permutation flow shop scheduling using MOEA/D with local search, Proc. of Conference on Technologies and Applications of Artificial Intelligence (TAAI), Hsinchu, Taiwan, November, 2016.

    20. Jia-Fong Yeh, Pei-Hsiu Su, Shi-Heng Huang, and Tsung-Che Chiang, Snake game AI: Movement rating functions and evolutionary algorithm-based optimization, Proc. of Conference on Technologies and Applications of Artificial Intelligence (TAAI), Hsinchu, Taiwan, November, 2016.

    21. Yu-Han Chen, Wei-Ju Sun, and Tsung-Che Chiang, Multiobjective orienteering problem with time windows: An ant colony optimization algorithm, Proc. of Conference on Technologies and Applications of Artificial Intelligence (TAAI), Tainan, Taiwan, November, 2015.

    22. Chi-An Chen and Tsung-Che Chiang, Adaptive differential evolution: a visual comparison, Proc. of IEEE Congress on Evolutionary Computation (CEC), pp. 401 - 408, Sendai, Japan, May, 2015.

    23. Shao-Wen Chen and Tsung-Che Chiang, Evolutionary many-objective optimization by MO-NSGA-II with enhanced mating selection, Proc. of IEEE World Congress on Computational Intelligence (WCCI), IEEE Congress on Evolutionary Computation (CEC), pp. 1397 - 1404, Beijing, July, 2014.

    24. Chung-Wei Wu, Tsung-Che Chiang, and Li-Chen Fu, An ant colony optimization algorithm for multi-objective clustering in mobile ad hoc networks, Proc. of IEEE World Congress on Computational Intelligence (WCCI), IEEE Congress on Evolutionary Computation (CEC), pp. 2963 - 2968, Beijing, July, 2014.

    25. Ching-Ying Cheng, Ya-Hung Chen, and Tsung-Che Chiang, Intelligent level generation for Super Mario using interactive evolutionary computation, The 27th Annual Conference of the Japanese Society for Artificial Intelligence, Toyama, Japan, June, 2013.

    26. Tsung-Che Chiang, Cheng-Nan Chen, and Yu-Chieh Lin, Parameter control mechanisms in differential evolution: a tutorial review and taxonomy, Proc. of IEEE Symposium Series on Computational Intelligence, Singapore, April, 2013.

    27. Wei-Huai Hsu and Tsung-Che Chiang, A multiobjective evolutionary algorithm with enhanced reproduction operators for the vehicle routing problem with time windows, Proc. of IEEE World Congress on Computational Intelligence, pp. 2629 - 2636, Brisbane, June, 2012.

    28. Ping-Che Hsiao, Tsung-Che Chiang, and Li-Chen Fu, Particle swarm optimization for the minimum energy broadcast problem in wireless ad-hoc networks, Proc. of IEEE World Congress on Computational Intelligence, pp. 3114 - 3121, Brisbane, June, 2012.

    29. Ping-Che Hsiao, Tsung-Che Chiang, and Li-Chen Fu, A VNS-based hyper-heuristic with adaptive computational budget of local search, Proc. of IEEE World Congress on Computational Intelligence, pp. 3269 - 3276, June, 2012.

    30. Tsung-Che Chiang and Hsiao-Jou Lin, Flexible job shop scheduling using a multiobjective memetic algorithm, Lecture Notes in Artificial Intelligence (Proc. of International Conference on Intelligent Computing), vol. 6839, pp. 49 - 56, August, 2011. (acceptance rate < 27%)

    31. Tsung-Che Chiang and Yung-Pin Lai, MOEA/D-AMS: Improving MOEA/D by an adaptive mating selection mechanism, Proc. of IEEE Congress on Evolutionary Computation, pp. 1473 - 1480, New Orleans, June, 2011.

    32. Min-Nan Hsieh, Tsung-Che Chiang, and Li-Chen Fu, A hybrid constraint handling mechanism with differential evolution for constrained multiobjective optimization, Proc. of IEEE Congress on Evolutionary Computation (CEC), pp. 1785 - 1792, New Orleans, June, 2011.

    33. Tsung-Che Chiang, Model simplification for accelerating simulation-based evaluation of dispatching rules in wafer fabrication facilities, Proc. of International Conference on Control, Automation, Robotics and Vision, pp. 2005 – 2011, Singapore, December, 2010.

    34. Wei-Sin Wang and Tsung-Che Chiang, Solving Eternity-II puzzles with a tabu search algorithm, Proc. of International Conference on Metaheuristics and Nature Inspired Computing, October, Tunisia, 2010.

    35. Tsung-Che Chiang and Li-Chen Fu, An improved multiobjective memetic algorithm for permutation flow shop scheduling, Proc. of IEEE Congress on Evolutionary Computation, pp. 1057 – 1064, Barcelona, Spain, July, 2010.

    36. Yung-Hsiang Chan, Tsung-Che Chiang, and Li-Chen Fu, 2010, A two-phase evolutionary algorithm for multiobjective mining of classification rules, Proc. of IEEE Congress on Evolutionary Computation, pp. 727 – 733, Barcelona, Spain, July, 2010.

    37. Tsung-Yi Yu, Wen-Jyi Huang, and Tsung-Che Chiang, Fast parallel memetic algorithm for vector quantization based for reconfigurable hardware and softcore processor, Lecture Notes in Computer Science (Proc. of International Conference on Swarm Intelligence), vol. 6145, pp. 479 - 488, June, 2010. (EI)

    38. Tsung-Che Chiang, Hsueh-Chien Cheng, and Li-Chen Fu, Multiobjective permutation flow shop scheduling using a memetic algorithm with an NEH-based local search, Lecture Notes in Computer Science (Proc. of International Conference on Intelligent Computing), vol. 5754, pp. 813 - 825, Ulsan, Korea, September, 2009. (acceptance rate < 26%, EI)

    39. Hsueh-Chien Cheng, Tsung-Che Chiang, and Li-Chen Fu, Multiobjective job shop scheduling using memetic algorithm and shifting bottleneck procedure, Proc. of IEEE Symposium on Computational Intelligence in Scheduling, pp. 15 - 21, April, 2009.

    40. Tsung-Che Chiang, Hsueh-Chien Cheng, and Li-Chen Fu, An efficient heuristic search for minimizing maximum lateness on parallel batch machines, Proc. of International Conference on Intelligent Systems Design and Applications, vol. 2, pp. 621 - 627, November, 2008. (EI)

    41. Jia-Wei Yang, Hsueh-Chien Cheng, Tsung-Che Chiang, and Li-Chen Fu, Multiobjective lot scheduling and dynamic OHT routing in a 300-mm wafer fab, Proc. of IEEE International Conference on Systems, Man, and Cybernetics, pp. 1608 - 1613, October, 2008. (EI)

    42. Hsueh-Chien Cheng, Tsung-Che Chiang, and Li-Chen Fu, A memetic algorithm for parallel batch machine scheduling with incompatible job families and dynamic jobs arrivals, Proc. of IEEE International Conference on Systems, Man, and Cybernetics, pp. 541 - 546, October, 2008. (EI)

    43. Hsueh-Chien Cheng, Tsung-Che Chiang, and Li-Chen Fu, Multiobjective permutation flowshop scheduling by an adaptive genetic local search algorithm, Proc. of IEEE Congress on Evolutionary Computation, pp. 1596 - 1602, June, 2008. (EI)

    44. Tsung-Che Chiang and Li-Chen Fu, A simulation study on dispatching rules in semiconductor wafer fabrication facilities with due date-based objectives,  Proc. of IEEE International Conference on Systems, Man, and Cybernetics, pp. 4660 - 4665, October, 2006. (EI)

    45. Tsung-Che Chiang and Li-Chen Fu, Multiobjective job shop scheduling using genetic algorithm with cyclic fitness assignment, Proc. of IEEE Congress on Evolutionary Computation, pp. 11035 - 11042, July, 2006. (EI)

    46. Tsung-Che Chiang and Li-Chen Fu, Multiobjective job shop scheduling using rule-coded genetic local search, Proc. of International Conference on Computers and Industrial Engineering, pp. 1764 - 1775, May, 2006.

    47. Tsung-Che Chiang and Li-Chen Fu, Using dispatching rules for job shop scheduling with due date-based objectives, Proc. of IEEE International Conference on Robotics and Automation, pp. 1426 - 1431, May, 2006. (EI)

    48. Tsung-Che Chiang and Li-Chen Fu, A rule-centric local search approach for due-dates job shop scheduling, Proc. of Asian Pacific Industrial Engineering and Management Conference, December, 2005.

    49. Tsung-Che Chiang and Li-Chen Fu, An iterative refining mechanism for general job shop scheduling problems, Proc. of IEEE International Conference on Automation Science and Engineering, pp. 203 - 208, August 2005. (EI)

    50. Tsung-Che Chiang and Li-Chen Fu, Exploiting paradigms for rule-based scheduling in flexible manufacturing systems, Proc. of Asian Conference on Industrial Automation and Robotics, May 2005.

    51. Hsing-Hung Cheng, Tsung-Che Chiang, and Li-Chen Fu, Petri net modeling and GA based scheduling for the assembly industry, Proc. of International Conference on Automation Technology, pp. 581 - 586, May 2005.

    52. Tsung-Che Chiang and Li-Chen Fu, A virtual preemption paradigm for using priority rules to solve job shop scheduling problems, Proc. of IEEE International Conference on Robotics and Automation, pp. 3714 - 3719, April 2005. (EI)

    53. Tsung-Che Chiang and Li-Chen Fu, Parameter tuning of production scheduling rules by an ant system-embedded genetic algorithm, Proc. of IEEE International Conference on Robotics, Automation, and Mechatronics, pp. 1089 - 1094, December 2004. (EI)

    54. Tsung-Che Chiang and Li-Chen Fu, Solving the FMS scheduling problem by critical ratio-based heuristics and the genetic algorithm, Proc. of IEEE International Conference on Robotics and Automation, vol. 3, pp. 3131 – 3136, April 2004. (EI)

    55. Tsung-Che Chiang, Yi-Shiuan Shen and Li-Chen Fu, Adaptive lot/equipment matching strategy and GA based approach for optimized dispatching and scheduling in a wafer probe center, Proc. of IEEE International Conference on Robotics and Automation, vol. 3, pp. 3125 – 3130, April 2004. (EI)

    56. Shun-Yu Lin, Li-Chen Fu, Tsung-Che Chiang and Yi-Shiuan Shen, Colored timed Petri-net and GA based approach to modeling and scheduling for wafer probe center, Proc. of IEEE International Conference on Robotics and Automation, vol. 1, pp. 1434 – 1439, September 2003. (EI)

    57. Tsung-Che Chiang and Li-Chen Fu, Design of modern elevator group control systems, Proc. of IEEE International Conference on Robotics and Automation, vol. 2, pp. 1465 – 1470, May 2002. (EI)