Journal Paper
Thi Thuy Dung Dinh, Kang-Ting Ma*, Ya-Hui Cheng and Hung-Kai Wang, “Optimizing Pricing and Inventory Decisions in Vendor-Buyer Supply Chains through a Multi-Agent Artificial Intelligence Framework under a Stackelberg Game Model,” Lecture Notes in Mechanical Engineering, May 2025. (EI)(Accepted) 本人為通訊作者.
Chien-Chun Ku, Kang-Ting Ma, Thi Nhu Quyen Le, Chen-Fu Chien (2024, Nov). UNISON framework with fuzzy decision tree for water conservation in the dynamic scheduling of the textile dyeing process. Industrial Management & Data Systems, 124(11), 3052-3075. 本人為通訊作者.
Chien-Chun Ku, Chen-Fu Chien, Kang-Ting Ma (2020, Jan). Digital Transformation to Empower Smart Production for Industry 3.5 and An Empirical Study for Textile Dyeing. Computers & Industrial Engineering, https://doi.org/10.1016/j.cie.2020.106297. MOST 108-2634-F-007-001. 本人為通訊作者.
Chi-Jen Lin, Kang-Ting Ma (2015, Nov). Model and algorithms of the fuzzy three-dimensional axial assignment problem with an additional constraint. South African Journal of Industrial Engineering, 26(3), 54-70.
Kang-Ting Ma, Chi-Jen Lin, Ue-Pyng Wen (2013, Jan). Type II sensitivity analysis of cost coefficients in the degenerate transportation problem. European Journal of Operational Research, 227(2), 293-300. NSC 99-2221-E-007-033-MY3. 本人為第一作者.
國內雜誌
簡禎富、周哲維、馬綱廷、吳天勝、楊文振(2021年07月)。工業3.5智慧製造與銑削工具機之參數優化之產業實證。機械新刊,6(7), 20-27。科技部:109-2634-F-007-021。本人為通訊作者。
Conference Paper
You-Qin Wang, Kang-Ting Ma (2024, Oct). Using Graph Convolutional Network to Solve the Uncapacitated Single Allocation p-Hub Median Problem. 2024 INFORMS Annual Meeting, Seattle, Washington, USA. NSTC 113-2221-E-259-014. 本人為通訊作者
Thi Thuy Dung Dinh, Kang-Ting Ma*, Ya-Hui Cheng and Hung-Kai Wang, “Optimizing Pricing and Inventory Decisions in Vendor-Buyer Supply Chains through a Multi-Agent Artificial Intelligence Framework under a Stackelberg Game Model.,” Flexible Automation and Intelligent Manufacturing 2025 International Conference, New York City, United States of America, June 21-24, 2025. (被推薦刊登於機械工程講稿(Lecture Notes in Mechanical Engineering)EI期刊)
Luo, R.-H. and Ma, K.-T., “Practical Application of Multi-Objective Simplified Swarm Optimization Algorithm in Surface-mount technology Production Scheduling,” The 7th International Workshop on Production and Logistics, Yokohama, Japan, March 6-7, 2024.
Kang-Ting Ma, Che-Wei Chou, Ren-Hong Luo, You-Qin Wang (2023, Oct). Applying Robust Stochastic Optimization on Scheduling Problem in Electronic Manufacturing Services Industry. 2023 INFORMS Annual Meeting, Phoenix, Arizona, USA. MOST 110-2222-E-259-001-MY2. 本人為第一作者.
Yu-Fan Liu, Ren-Hong Luo, Kang-Ting Ma, Chen-Fu Chien (2023, Oct). Digital Transformation for Intelligence Manufacturing in Surface Mount Technology Production Lines and an Empirical Study of an Advanced Planning and Scheduling System . 23rd Asia Pacific Industrial Engineering & Management System Conference, Kuala Lumpur, Malaysia. nstc 112-2622-E-007-013. 獲Outstanding Paper Award.
Tran Hong Van Nguyen, Chen-Fu Chien, Hsuan-An Kuo & Kang-Ting Ma (2022, Nov). Strategic Dynamic Pricing Optimization by Thompson Sampling and Stochastic Programming. 2022 International Symposium on Semiconductor Manufacturing Intelligence, 金門:國立金門大學。
Chia-An Chen, Hsuan-An Kuo, Kang-Ting Ma, and Chen-Fu Chien (2019, Nov). A Human-experience Based Intelligent Scheduling Framework to Empower Industry 3.5: Implementation of Simulated Annealing Genetic Algorithm in Multi Auxiliary Resource Planning for Job Shop Scheduling in Multinational Technology Manufacturing. Annual Meeting of the Operations Research Society of Taiwan (ORSTW 2019), Taoyuan, Taiwan. MOST 108-2634-F-007-001.
Kang-Ting Ma and Chen-Fu Chien (2019, Oct). A Two Phase Framework Of Project Portfolio Selection And An Empirical Study In The Integrated Circuit Design Company. INFORMS Annual Meeting, Seattle, USA. MOST 108-2634-F-007-001. 本人為第一作者、通訊作者.
Bin Li, Kang-Ting Ma, Wenhan Fu, and Chen-Fu Chien (2019, Sep). Intelligent Parameters Determination with Particle Swarm Optimization in Printed Circuit Board Hole Positioning for Smart Production. International Symposium on Industry3.5 and Intelligent Manufacturing. MOST 108-2634-F-007-001. Best Presentation for Advanced Process/Equipment Control Presentation.
Jui-Ching Hsieh, Kang-Ting Ma, Chen-Fu Chien, and Ming-Chuan Chiu (2019, Sep). An Empirical Study of Constructing Decision Support for Dyeing Machine Groups Allocation Problem. Annual International Conference for Chinese Scholars in Industrial Engineering, Dalian, China.
Chien Chun Ku, Kang-Ting Ma, and Chen-Fu Chien. (2019, Apr). A Semidefinite Programming Model for Dyeing Machines Scheduling of Textile Industry. International Conference on Smart Manufacturing, Industrial & Logistics Engineering and International Symposium on Semiconductor Manufacturing Intelligence, Hangzhou, China.. MOST 108-2634-F-007-001.
Wenhan Fu, Kang-Ting Ma, and Chen-Fu Chien (2019, Apr). Data Mining for IC Design Project Revenue Management to Enhance R&D Effectiveness. International Conference on Smart Manufacturing, Industrial & Logistics Engineering and International Symposium on Semiconductor Manufacturing Intelligence, Hangzhou, China. MOST 108-2634-F-007-001.
Chieh Hsu, Kang-Ting Ma, and Chen-Fu Chien (2018, Oct). A Human Resource Assessment Decision Support System Based on Machine Learning for Standardization Project Management. The 7th Institute of Industrial and Systems Engineers Asian Conference, 東海大學,台中.
Wenhan Fu, Kang-Ting Ma, and Chen-Fu Chien (2018, Oct). Project Revenue Forecasting with Support Vector Regression for IC Design Service and an Empirical Study. The 7th Institute of Industrial and Systems Engineers Asian Conference, 東海大學,台中.
Shang-Jen Hsieh, Kang-Ting Ma, Chi-Jen Lin, Ue-Pyng Wen (2012, Dec). Sensitivity Analysis under a Perturbation of RightHand-Side Parameter in the Transportation Problem. 工業工程學會暨學術研討會, 彰化縣,大葉大學. NSC 99-2221-E-007-033-MY3. 本人為通訊作者.
Kang-Ting Ma, Chi-Jen Lin, and Ue-Pyng Wen (2012, Jul). Applying Labeling Algorithm to Improve Sensitivity Analysis for Transportation Problems. Proceedings of the 2012 International Conference on Industrial Engineering and Operations Management, Istanbul, Turkey. NSC 99-2221-E-007-033-MY3. 本人為第一作者、通訊作者.
Ma, K. T., Lin C. J., Wen, U. P. (2010, Dec). Support Set Invariant Sensitivity Analysis in Degenerate Transportation Problem. Proceedings of The 11th Asia-Pacific Conference on Industrial Engineering and Management Systems, Melaka, Malaysia. NSC 99-2221-E-007-033-MY3. 本人為第一作者、通訊作者.
Ma, K. T., Ting, C. J. (2008, Dec). An Ant Colony Optimization Algorithm for Solving the Uncapacitated Multiple Allocation P-Hub Median Problem. Proceedings of The 9th Asia-Pacific Conference on Industrial Engineering and Management Systems, Bali, Indonesia.
Ma, K. T., Ting, C. J. (2007, Dec). A Two-Stage Ant Colony System for Solving the Uncapacitated Single Allocation P-hub Median Problem. Proceedings of The 8th Asia- Pacific Conference on Industrial Engineering and Management Systems, Kaohsiung, Taiwan. 本人為第一作者.
國內研討會論文
高婕妤、古佳萱、胡容嫣、賴宥廷、陳政雄、馬綱廷(2025年01月)。校園智慧停車預測模型構建與應用:以東華大學機車停車場為例。第二十七屆決策分析研討會,新竹:國立清華大學。獲得最佳論文獎。
易磊、馬綱廷(2024年12月)。發展Q學習加速簡化群體演算法求解非等效 平行機台生產排程:以印刷電路板雙列直插封裝組裝製程為例。2024中國工 業工程學會年會暨學術研討會&2024半導體製造智慧國際研討會,台北: 國立台北科技大學。國科會:113-2622-E-007-006。
陳鉦中、馬綱廷(2024年11月)。基於CART演算法的音樂演奏者肌肉疲勞特徵工程與偵測:以二胡演奏者為例。第20屆台灣作業研究學會年會暨國際研討會,台南:成功大學。
莊書晴, 易磊, 鄭雅惠, 杜芸, 陳鉦中 and 馬綱廷*, “應用 Q 學習於需求不確定的主生產排程穩健排產決策,” 第二十六屆決策分析研討會, 台北市, Taiwan, January 6, 2024.獲得最佳論文獎。
黃昕奕和 馬綱廷,〈內嵌大型語言模型之交通行動服務聊天機器人以改善使用者體驗〉 《2023中國工業工程學會年會暨學術研討會》, 臺灣, 台中, 2023年十二月2日。
羅仁鴻、馬綱廷 和 吳怡萱, 〈多目標簡化群體演算法於印刷電路板作業排程之實際應用〉 《2023中國工業工程學會年會暨學術研討會》, 臺灣, 台中, 2023年十二月2日。
羅仁鴻、王淨柔、葉展肇、馬綱廷(2023年1月)。以AHP法協助飼主做寵物犬體型最佳配適選擇。第二十五屆決策分析研討會,新北:致理科技大學。獲得優良論文獎。
王宥欽、羅仁鴻、李登旭、馬綱廷(2022年12月)。混合層級分析法及資料包絡分析法應用於鋼鐵鑄造業之ESG最佳化產線配置。2022第十八屆台灣作業 研究學會年會暨國際研討會,新竹:國立陽明交通大學。
劉昱汎、馬綱廷、羅仁鴻、王宥欽、簡禎富 (2022年11月)。印刷電路板組裝 表面黏著技術先進規劃與排程系統及產線數位轉型 。2022中國工業工程學 會年會暨學術研討會,金門:國立金門大學。科技部:110-2634-F-007-027。 本人為通訊作者。
黃亦柔、朱正軒、曾柏誠、馬綱廷、簡禎富(2021年12月)。發展數控工具機組裝的先進規劃與排程系統以轉型工業3.5聰明生產及實證研究。第十七屆台 灣作業研究學會年會暨國際研討會及第19屆管理學術研討會,台中:國立 勤益科技大學。
馬綱廷、曾冠程、鄭永誠、吳亭緯、簡禎富(2021年11月)。應用簡化群體演算法解決印刷電路板無等候線限制工站生產排程問題與實證研究。2021中國工業工程學會年會暨學術研討會,台南:國立成功大學。本人為第一作者、通訊作者。獲得「最佳論文獎」。
陳昱錡、馬綱廷、簡禎富(2020年12月)。表面黏著接合技術先進規劃與排程系統—以台灣全球衛星定位系統及穿戴式裝置公司為例。2020中華民國科技管理學會年會暨論文研討會,新竹:國立交通大學。獲得「產業創新與產學合作」最佳論文獎。
陳家安、馬綱廷、簡禎富(2020年11月)。應用混合式基因演算法於多重資源規畫之彈性零工式生產排程與實證研究。2020中國工業工程學會年會暨學術研討會,雲林:國立雲林科技大學。獲得「最佳論文獎」。
洪瑋澤、馬綱廷、蔡其展、簡禎富 (2019年11月)。應用紫式決策分析法建構(乾)蝕刻機台適合度指派 問題與實證研究-以觸控面板廠為例。2019中國工業工程學會年會暨學術研討會與第六屆東亞工業工程研討會,台北:國立台北科技大學。
盧臆云、陳紀航、馬綱廷、簡禎富(2019年11月)。應用工業3.5策略建構染色製程異常診斷之資料挖礦架構與實證研究。中華民國品質學會第55屆年會暨2019國際品質管理研討會(ISQM),中壢:中原大學。獲得2019 年中華民國品質學年會暨 ISQM 研討會「聚陽產學應用論文獎」第二名。
李騏名、馬綱廷、許凱璋、簡禎富(2017年12月)。IC設計服務公司之資源規劃決策支援系統與實證研究。2017工業工程與管理年會暨學術研討會,高雄:義守大學。本人為通訊作者。最佳論文獎。