學歷
學校 系所 學位
國立中正大學 資訊工程學系 博士
經歷
期間 單位 部門 職稱
2019.08 輔仁大學 資訊工程學系 助理教授
2018.03-2019.07 國立清華大學 資訊工程學系 博士後研究員
2017.08-2018.02 國立中正大學 資訊工程學系 博士後研究員
專長
演化計算
演化多工、遷移學習、與領域適應性
演化學習與資料探勘
多目標最佳化
學術著作
期刊論文
期間 內容
2018-12 Feng-I Chung,Rung-Tzuo Liaw,Zong-Ying Jhuang,Shin-Yuan Hung,Chuan-Kang Ting,'A novel book recommendation system based on multi-level association mining',Journal of Library and Information Science Research,vol13.51-85,2018-12
2018-03 Chuan-Kang Ting,Rung-Tzuo Liaw,Ting-Chen Wang,'Mining fuzzy association rules using a memetic algorithm based on structure representation',Memetic Computing,vol10.15-28,2018-03
2017-09 Chuan-Kang Ting,Xin-Lan Liao,Yu-Hsuan Huang,Rung-Tzuo Liaw,'Multi-vehicle selective pickup and delivery using metaheuristic algorithms',Information Sciences,vol406-407.24,2017-09
2017-06 Chuan-Kang Ting,Ting-Chen Wang,Rung-Tzuo Liaw,'Genetic algorithm with a structure-based representation for genetic-fuzzy data mining',Soft Computing,vol21.2871-2882,2017-06
研討會論文
期間 內容
2019-06-10 Ting-Chen Wang,Chih-Yu Lin,Rung-Tzuo Liaw,Chuan-Kang Ting,'Empirical Analysis of Island Model on Large Scale Global Optimization',IEEE Congress on Evolutionary Computation,New Zealand,Wellington,2019-06-10
2019-01-27 Rung-Tzuo Liaw,Chuan-Kang Ting,'Evolutionary manytasking optimization based on symbiosis in biocoenosis',The Thirty-Third AAAI Conference on Artificial Intelligence,United States of America,Honolulu,2019-01-27
2018-07-08 Rung-Tzuo Liaw,Chuan-Kang Ting,'Incorporating fitness inheritance and k-nearest neighbors for evolutionary dynamic optimization',IEEE World Congress on Computational Intelligence,Brazil,Rio de Janeiro,2018-07-08
2017-07-27 Rung-Tzuo Liaw,Yu-Wei Chang,Chuan-Kang Ting,'Solving the selective pickup and delivery problem using max-min ant system',International Conference on Swarm Intelligence,Japan,Fukuoka,2017-07-27
2017-06-05 Rung-Tzuo Liaw,Chuan-Kang Ting,'Evolutionary many-tasking based on biocoenosis through symbiosis: A framework and benchmark problems',IEEE Congress on Evolutionary Computation,Spain,San Sebastian,2017-06-05
2016-07-25 Rung-Tzuo Liaw,Chuan-Kang Ting,'Enhancing covariance matrix adaptation evolution strategy through fitness inheritance',IEEE World Congress on Computational Intelligence,Canada,Vancouver,2016-07-25
2016-07-25 Ting-Chen Wang,Rung-Tzuo Liaw,Chuan-Kang Ting,'MOEA/D using covariance matrix adaptation evolution strategy for complex multi-objective optimization problems',IEEE Congress on Evolutionary Computation,Canada,Vancouver,2016-07-25
2014-11-10 Chiao-Jou Lin,Rung-Tzuo Liaw,Chien-Chih Liao,Chuan-Kang Ting,'Considering reputation in the selection strategy of genetic programming',18th Asia Pacific Symposium on Intelligent and Evolutionary Systems,Singapore,Singapore,2014-11-10
2014-11-10 Chuan-Kang Ting,Ting-Chen Wang,Rung-Tzuo Liaw,'An efficient representation for genetic-fuzzy mining of association rules',18th Asia Pacific Symposium on Intelligent and Evolutionary Systems,Singapore,Singapore,2014-11-10
2013-04-16 Rung-Tzuo Liaw,Chuan-Kang Ting,'Effect of model complexity for estimation of distribution algorithm in NK landscapes.',IEEE Symposium on Foundations of Computational Intelligence,Singapore,Singapore,2013-04-16
研究獎勵
年度 單位 獎項
2017 TAAI Merit PhD Thesis Award
2017 IEEE CEC Second Place in CEC’17 Competition on “Evolutionary Multi-Task Optimization”
擔任委員
擔任委員內容
期間 內容
2018-10-28至2019-03-08 IEEE CEC'19 Special Session Chair of Evolutionary Computation in Intelligent Transportation Systems(Organize Special Session)
2018-09-01至2018-10-31 AAAI-19 Program Committee Member(Paper Review)