盧浩鈞
姓名 盧浩鈞
電子郵件
聯絡電話 (03)571-2121 # 57133
職稱 教授
授課領域 數量研究方法, 機器學習, 元啟發演算法, 深度學習
研究專長 非線性最佳化, 元啟發演算法, 人工智慧
年度 論文名稱
2022 Hao-Chun Lu, Hsin-Yi Chen, Chien-Jung Huang, Pao-Hsien Chu, Lung-Sheng Wu, Chia-Ying Tsai*, Predicting Axial Length From Choroidal Thickness on Optical Coherence Tomography Images With Machine Learning Based Algorithms, Frontiers in Medicine, vol. 2022, 6, pp. 850284-850284, Jun. 2022
2022 Ming Zhao, Shuo-Tsung Chen, Tzu-Li Chen, Shu-Yi Tu, Cheng-Ta Yeh, Fang-Yu Lin, Hao-Chun Lu*, Intelligent Healthcare System using Patients Confidential Data Communication in ECG Signals, Frontiers in Aging Neuroscience, vol. 2022, 4, pp. 870844-870844, Apr. 2022
2021 Hao-Chun Lu, Hsuan-Yu Tseng, Liming Yao*, Neutrino-like Particle for Particle Swarm Optimization, International Journal of Intelligent Systems, vol. 37, 1, pp. 859-913, Sep. 2021
2021 Hsuan-Yu Tseng, Pao-Hsien Chu, Hao-Chun Lu*, Ming-Jyh Tsai, Easy Particle Swarm Optimization for Nonlinear Constrained Optimization Problems, IEEE Access, vol. 2021, 9, pp. 124757-124767, Sep. 2021
2021 Rui Chen, Hao-chun Lu*, PCA-SBM Model Green Urbanization Performance Assessment in China, Frontiers in Energy Research, vol. 2021, 2, pp. 637820-637820, Feb. 2021
2020 Hao-Chun Lu, Feng-Jang Hwang, Yao-Huei Huang*, Parallel and Distributed Architecture of Genetic Algorithm on Apache Hadoop and Spark, Applied Soft Computing, vol. 95, pp. 106497-106497, Jun. 2020
2020 Hao-Chun Lu, Indicator of Power Convex and Exponential Transformations for Solving Nonlinear Problems Containing Posynomial Terms, Physica A-Statistical Mechanics and its Applications, vol. 538, pp. 122658-122658, Jan. 2020
2019 Yao-Huei Huang, Hao-Chun Lu*, I-Fan Liu., Deterministic Model for Customized Pilot Manufacture Production with Various Backplane Sizes, Applied Mathematical Modelling, vol. 71, 1, pp. 491-504, Jul. 2019
2019 Hao-Chun Lu, Liming Yao*, Efficient Convexification Strategy for Generalized Geometric Programming Problems, INFORMS Journal on Computing, vol. 31, 2, pp. 226-234, Apr. 2019
2017 Hao-Chun Lu, Improved Logarithmic Linearizing Method for Optimization Problems with Free-Sign Pure Discrete Signomial Terms, Journal of Global Optimization, vol. 68, 1, pp. 95-123, May. 2017
2016 Yao-Huei Huang, Feng-Jang Hwang, Hao-Chun Lu*, An effective placement method for the single container loading problem, Computers & Industrial Engineering, vol. 97, pp. 212-221, Jul. 2016
2015 Hao-Chun Lu*, Yao-Huei Huang, An Efficient Genetic Algorithm with a Corner Space Algorithm for a Cutting Stock Problem in the TFT-LCD Industry, European Journal of Operational Research, vol. 246, 1, pp. 51-65, Oct. 2015
2015 I-Fan Liu, Ruey-Shin Chen*, Hao-Chun Lu, An Exploration into Improving Examinees’ Acceptance of Participation in an Online Exam, Educational Technology & Society, vol. 18, 2, pp. 153-165, Apr. 2015
2014 Hao-Chun Lu, Yu-Chien Ko, Yao-Huei Huang*, A note on "Reducing the number of binary variables in cutting stock problems", Optimization Letters, vol. 8, 2, pp. 569-579, Feb. 2014
2013 Tzu-Li Chen, Yin-Yann Chen, Hao-Chun Lu*, A capacity allocation and expansion problem for TFT-LCD multi-site manufacturing, Journal of Intelligent Manufacturing, vol. 24, 4, pp. 847-872, Aug. 2013
2013 Hao-Chun Lu, Yao-Huei Huang*, Kuo-An Tseng., An integrated algorithm for cutting stock problems in the thin-film transistor liquid crystal display industry, Computers & Industrial Engineering, vol. 64, 4, pp. 1084-1092, Apr. 2013
2013 Hao-Chun Lu, Tzu-Li Chen*, Efficient model for interval goal programming with arbitrary penalty function, Optimization Letters, vol. 7, 2, pp. 325-341, Feb. 2013
2013 Hao-Chun Lu, A Logarithmic Method for Eliminating Binary Variables and Constraints for the Product of Free-Sign Discrete Functions, Discrete Optimization, vol. 10, 1, pp. 11-24, Feb. 2013
2013 Kuo-An Tseng*, Yu-Wen Lan, Hao-Chun Lu, Pin-Yu Chen, Mediation of strategy on intellectual capital and performance, Management Decision, vol. 51, 7, pp. 1488-1509, 2013
2012 Tzu-Li Chen, Hao-Chun Lu*, Stochastic multi-site capacity planning of TFT-LCD manufacturing using expected shadow-price based decomposition, Applied Mathematical Modelling, vol. 36, 12, pp. 5901-5919, Dec. 2012
2012 Yao-Huei Huang*, Yu-Chien Ko, Hao-Chun Lu, An optimal classification method for biological and medical data, Mathematical Problems in Engineering, vol. 2012, pp. 398232-398232, Jun. 2012
2012 Hao-Chun Lu, An efficient convexification method for solving generalized geometric problems, Journal of Industrial and Management Optimization, vol. 8, 2, pp. 429-455, May. 2012
2010 Hao-Chun Lu, Han-Lin Li*, Chrysanthos E. Gounaris, Christodoulos A. Floudas, Convex relaxation for solving posynomial programs, Journal of Global Optimization, vol. 46, 1, pp. 147-154, Jan. 2010
2009 Han-Lin Li, Hao-Chun Lu, Global optimization for generalized geometric programs with mixed free-Sign variables, Operations Research, vol. 57, 3, pp. 701-713, May. 2009
2009 Han-Lin Li*, Hao-Chun Lu, Chia-Hui Huang, Nian-Zu Hu, A superior representation method for piecewise linear functions, INFORMS Journal on Computing, vol. 21, 2, pp. 314-321, Apr. 2009
年度 計畫名稱 參與人 職稱/擔任之工作 計畫期間 補助/委託或合作機構
2021 發展一創新粒子群演算法用以解決非線性約束最佳化問題及自動搜尋機器學習之超參數 [3年期] 主持人 2021.08 ~ 2024.07 科技部
2019 自由混整數之非線性不可分規劃問題的有效全域法[2年期] 主持人 2019.08 ~ 2021.07 科技部
2016 不可分非凸多變數函式之高效率逐段線性技術 [3年期] 主持人 2016.08 ~ 2019.07 科技部
2013 高效率整體法以求解混離散變數之廣義幾何規劃問題 [3年期] 主持人 2013.08 ~ 2016.07 國科會
2011 二進位變數與限制式之減少方法于求解離散型正負多項式優化問題 主持人 2011.08 ~ 2012.07 國科會
2010 運用雲端技術求解一般型原料裁切問題之全域優化(I) 主持人 2010.08 ~ 2011.07 國科會
2009 高效率凸化策略求解幾何規劃問題在工程之全域最佳解(II) 主持人 2009.08 ~ 2010.07 國科會
2008 高效率凸化策略求解幾何規劃問題在工程之全域最佳解(I) 主持人 2008.11 ~ 2009.10 國科會
專利名稱 專利編號 專利國別 著作人
Web-Base網際資訊的存取方法及裝置 (中華民國專利證書發明第133530號) 中華民國 黎漢林, 盧浩鈞*(以前姓名為李俊慶)
國家 學校名稱 系所 學位 期間
中華民國 交通大學 資訊管理研究所 博士 2003.08 ~ 2008.07
中華民國 交通大學 資訊管理研究所 碩士 1996.08 ~ 1998.07
服務機關名稱 單位 職務 期間
長庚大學 管理研究所博士班 專任教授 2020.08 ~ 2022.07
輔仁大學 資訊管理學系 專任教授兼研發長 2018.02 ~ 2020.07
輔仁大學 資訊管理學系 專任副教授 2013.02 ~ 2018.01
輔仁大學 資訊管理學系 專任助理教授 2008.09 ~ 2013.01
臺灣積體電路製造股份有限公司 產品資訊系統分析與開發部 IT資訊顧問 2006.08 ~ 2007.05
晶旺電子股份有限公司 管理資訊部 副理 2001.12 ~ 2002.09
臺灣積體電路製造股份有限公司 產品資訊系統分析與開發 資深工程師 2000.06 ~ 2001.12
聯華電子股份有限公司 8廠 管理資訊部 資深工程師 1999.06 ~ 2000.05
工業技術研究院 院部 副工程師 1998.03 ~ 1999.05
正航資訊 研發部 專案經理 1991.09 ~ 1995.08