Hao-Chun Lu
Name Hao-Chun Lu
Email
Office Tel No. (03)571-2121 # 57133
授課領域 Quantitative Research Methods, Mechine Learning, Meta-heuristic, Deep Learning
研究專長 Nonlinear optimization, Meta-heuristic, Artificial Intelligence
Year Paper Title
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. 2022High myopia, Choroidal thickness, Axial length,　Machine learning, Ensemble learning, Optical coherence tomography (OCT)
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. 2022multiple-coefficient, transform domain, non-linear model, simulated annealing, dementia
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. 2021Particle swarm optimization; Easy Particles; Exploration; Premature convergence; Nonlinear constrained optimization problems
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. 2021Particle swarm optimization, Neutrino-like particle, Exploration, premature convergances , Nonlinear constrained optimization problems
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. 2021green urbanization, efficiency measure, projection and improved analysis, SBM model, Sichuan province
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. 2020Genetic algorithmParallel and distributed computingTraveling salesman problemsApache HadoopApache Spark
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. 2020Posynomial geometric programming, Convex underestimation, Exponential transformation, Power convex transformation, Global optimization
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. 2019Deterministic method; pilot production; two-dimensional cutting stock problem; incremental encoding formulation; range reduction technique
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. 2019convex programming; generalized geometric programming; convexification strate-gy; variables transformation technique; global optimization
2017 vol. 68, 1, pp. 95-123, May. 2017Pure discrete signomial · Free-sign variables · Linearization · Generalized geometric programming · Global optimization
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. 2016Container loading problem. Mixed integer linear program. Heuristic. Loading placement.
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. 2015Pure Discrete signomial; Free-sign variables; Linearization; Generalized geometric programming; Global optimization
2015 vol. 18, 2, pp. 153-165, Apr. 2015Perceived fairness of notarisation process, Perceived soundness of online exam policy, Perceived trust, Participation acceptance
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. 2014Deterministic model · Cutting stock problem · Binary variables
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. 2013Intellectual capital, Organizational performance, Taiwan, Business strategy, Mediating effect, Financial crisis
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. 2013TFT-LCDmanufacturing · Capacity allocation · Capacity expansion · Mixed integer linear programming
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. 2013Cutting stock problemTFT-LCDMIPGenetic algorithmCorner arrangementProduction plan
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. 2013Discrete function; Free-sign variables; Mixed-integer non-linear programming
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, 2013Interval goal programming · Penalty function
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. 2012TFT-LCD manufacturing; Capacity planning; Expected shadow price; Stochastic programming; Decomposition algorithm
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. 2012Hyper sphere; Nonlinear program; Classifying; Linearization
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. 2012Geometric programming, power convex transformation, convex underestimator, 1-convex function., convexification.
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. 2010Convex underestimation; Posynomial functions
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. 2009programming; geometric: generalized geometric programming.
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. 2009mathematics; piecewise linear; programming; integer
Year Project Title Participator Job Title Period Unit
2021 Develop an innovative particle swarm algorithm for solving the nonlinear constrained optimization problems and automatic search the hyperparameters of machine learning [3 years] Program host 2021.08 ~ 2024.07 科技部
2019 Effective Global Approach for Nonlinear Nonseparable Programming Problems with Free-sign Mixed-Integer Variables [2 years] Program host 2019.08 ~ 2021.07 科技部
2016 An Efficient Piecewise Linearization Technique for Nonseparable Nonconvex Multivariate Functions [3 years] Program host 2016.08 ~ 2019.07
2013 An Efficient Global Approach for Generalized Geometric Programming Problems with Mixed Discrete Variables [3 years] Program host 2013.08 ~ 2016.07 科技部
2011 A Logarithmic Method for Eliminating Binary Variables and Constraints in Optimization Problems with Free-Sign Discrete Signomial Terms Program host 2011.08 ~ 2012.07 科技部
2010 The Global Optimization of General Cutting Stock Problem through the Technology of Cloud Computing Program host 2010.08 ~ 2011.07
2009 Efficient Convexification Strategy for solving global optimization of Generalized Geometric (II) Program host 2009.08 ~ 2010.07
2008 Efficient Convexification Strategy for solving global optimization of Generalized Geometric Problems in engineering Program host 2008.11 ~ 2009.10 國科會
Patent Title Patent Number Patent Country Authors
Duration
2003.08 ~ 2008.07
1996.08 ~ 1998.07
Organization Title Department Job Title Duration
Chang Gune University Graduate Institute of Management Professor 2020.08 ~ 2022.07
Fu Jen Catholic University Department of Information Management Professor & Dean of Research & Development Department 2018.02 ~ 2020.07
Fu Jen Catholic University Department of Information Management Associate Professor 2013.02 ~ 2018.01
Fu Jen Catholic University Department of Information Management Assistant professor 2008.09 ~ 2013.01
Taiwan Semiconductor Manufacturing Company PDA Information Technology consultant 2006.08 ~ 2007.05
IPLib MIS Session manager 2001.12 ~ 2002.09
Taiwan Semiconductor Manufacturing Company PDA Senior Engineer 2000.06 ~ 2001.12
United Microelectronics Corporation Fab 8 MIS Senior Engineer 1999.06 ~ 2000.05
Industrial Technology Research Institute Administration department Associate Engineer 1998.03 ~ 1999.05
CHING HANG INFORMATION CO., LTD. R&D Project Manager 1991.09 ~ 1995.08