Shu-Cherng Fang

A large language model-based method using weighted double-well potential support vector regression for foreign exchange rate robust forecasting

Luo, R., Liu, J., Gao, Z., & Fang, S.-C. (2026, January 2). Applied Soft Computing, Vol. 1.

A Sparsity‐Driven Solution Method for the Cardinality Constrained Mean‐Variance Portfolio Selection Problem

Jiang, S., Fang, S. C., & An, Q. (2025, February 21). Naval Research Logistics (NRL), Vol. 2.

Integrating Supply, Production, and Demand Uncertainties in Manufacturing Inventory Systems

Wang, G., Huang, M., Perera, S. C., Jiang, S., & Fang, S.-C. (2025, January 1). IEEE Transactions on Engineering Management, Vol. 72, pp. 3749–3764.

Mathematical modeling and optimization of multi-period fourth-party logistics network design problems with customer satisfaction-sensitive demand

Zhang, Y., Huang, M., Fu, Y., Jiang, S., Wang, X., & Fang, S.-C. (2025, March 25). Expert Systems with Applications, Vol. 278.

A distributionally robust chance-constrained kernel-free quadratic surface support vector machine

Lin, F., Fang, S.-C., Fang, X., Gao, Z., & Luo, J. (2024, February 22). European Journal of Operational Research, Vol. 316, pp. 46–60.

A new global algorithm for homogeneous complex quadratic programming problems and applications

Yingzhe, X., Jintao, X., Cheng, L., Shu-Cherng, F., & Zhibin, D. (2024, January 1). Pacific Journal of Optimization, Vol. 20, pp. 667–682.

Collaborative supply chain network design under demand uncertainty: A robust optimization approach

Zhang, Q., Wang, Z., Huang, M., Wang, H., Wang, X., & Fang, S.-C. (2024, November 12). International Journal of Production Economics, Vol. 279.

Distributionally robust chance-constrained kernel-based support vector machine

Lin, F., Fang, S.-C., Fang, X., & Gao, Z. (2024, July 3). Computers & Operations Research, Vol. 170.

Enhancing supply chain coordination through transparency initiatives to mitigate product returns

Zhao, L., Guo, W., Fang, S.-C., & An, Q. (2024, February 19). Journal of Retailing and Consumer Services, Vol. 78.

Fourth-party logistics network design with demand surge: A greedy scenario-reduction and scenario-price based decomposition algorithm

Jiang, S., Huang, M., Zhang, Y., Wang, X., & Fang, S.-C. (2024, January 3). International Journal of Production Economics, Vol. 269.

Multi-period fourth-party logistics network design from the viability perspective: a collaborative hyper-heuristic embedded with double-layer Q-learning algorithm

Zhang, Y., Huang, M., Gao, Z., Jiang, S., Fang, S.-C., & Wang, X. (2024, April 15). International Journal of Production Research, Vol. 4.

Multi-period fourth-party logistics network design with the temporary outsourcing service under demand uncertainty

Yin, M., Huang, M., Wang, D., Fang, S.-C., Qian, X., & Wang, X. (2024, February 1). Computers & Operations Research, Vol. 164.

A New Global Algorithm for Max-Cut Problem with Chordal Sparsity

Lu, C., Deng, Z., Fang, S.-C., & Xing, W. (2023, March 20). Journal of Optimization Theory and Applications, Vol. 3.

Price competition and cost efficiency facing buyer’s bounded rationality

Luo, S., Fang, S.-C., Zhang, J., & King, R. E. (2023, October 6). International Journal of Production Economics, Vol. 266.

Unifying colors by primes

Li, H.-L., Fang, S.-C., Lin, B. M. T., & Kuo, W. (2023, February 1). Light Science & Applications, Vol. 12.

A Polynomial-Time Algorithm with Tight Error Bounds for Single-Period Unit Commitment Problem

Gao, R.-T., Fang, S.-C., Lu, C., & Xing, W.-X. (2022, January 28). Journal of the Operations Research Society of China, Vol. 1.

A joint model of location, inventory and third-party logistics provider in supply chain network design

Wang, H., Fang, S.-C., Huang, M., Zhang, Q., & Deng, Z. (2022, November 9). Computers & Industrial Engineering, Vol. 174.

A robust support vector regression model for electric load forecasting

Luo, J., Hong, T., Gao, Z., & Fang, S.-C. (2022, June 14). International Journal of Forecasting, Vol. 39, pp. 1005–1020.

Heterogeneous multi-depot collaborative vehicle routing problem

Zhang, Q., Wang, Z., Huang, M., Yu, Y., & Fang, S.-C. (2022, April 12). Transportation Research Part B Methodological, Vol. 6.

Multi-period distribution network design with boundedly rational customers for the service-oriented manufacturing supply chain: a 4PL perspective

Zhang, Y., Gao, Z., Huang, M., Jiang, S., Yin, M., & Fang, S.-C. (2022, November 11). International Journal of Production Research, Vol. 11.

Robust kernel-free support vector regression based on optimal margin distribution

Knowledge-Based Systems, 253, 109477.

A new hybrid $ l_p $-$ l_2 $ model for sparse solutions with applications to image processing

Gao, X., Bai, Y., Fang, S.-C., Luo, J., & Li, Q. (2021, December 7). Journal of Industrial and Management Optimization, Vol. 12.

A novel kernel-free least squares twin support vector machine for fast and accurate multi-class classification

Knowledge-Based Systems, 226, 107123.

An analysis of optimal ordering policies for a two-supplier system with disruption risk

Omega - The International Journal of Management Science, 105, 102517.

Optimal planar facility location with dense demands along a curve

Journal of the Operational Research Society, 73(8), 1844–1855.

Preface

Fang, S.-C., Sheu, R.-L., & Tanaka, T. (2021, November 18). Numerical Algebra Control and Optimization, Vol. 3.

A Prime-Logarithmic Method for Optimal Reliability Design

IEEE Transactions on Reliability, 70(1), 146–162.

A dual-channel supply chain problem with resource-utilization penalty: Who can benefit from sales effort?

Journal of Industrial & Management Optimization.

A kernel-free double well potential support vector machine with applications

European Journal of Operational Research, 290(1), 248–262.

An integrated algorithm for solving multi-customer joint replenishment problem with districting consideration

Transportation Research Part E: Logistics and Transportation Review, 138, 101896.

Culture versus Policy: More Global Collaboration to Effectively Combat COVID-19

The Innovation, 1(2), 100023.

Introduction to Linear Conic Optimization

Beijing, China: Tsinghua University Press.

Inventory transshipment game with limited supply: Trap or treat

Naval Research Logistics (NRL), 67(6), 383–403.

Selecting green third party logistics providers for a loss-averse fourth party logistics provider in a multiattribute reverse auction

Information Sciences, 548, 357–377.

Sparse Solutions by a Quadratically Constrained ℓq (0 < q < 1) Minimization Model

Sparse Solutions by a Quadratically Constrained ℓq (0 < q < 1) Minimization Model. INFORMS Journal on Computing, 9.

A gradient descent based algorithm for ℓp minimization

European Journal of Operational Research, 283(1), 47–56.

A sub-one quasi-norm-based similarity measure for collaborative filtering in recommender systems

Information Sciences, 487, 142–155.

An alternative efficient representation for the project portfolio selection problem

European Journal of Operational Research, 281(1), 100–113.

Bidding Decisions with Nonequilibrium Strategic Thinking in Reverse Auctions

Group Decision and Negotiation, 28(4), 757–786.

Fast computation of global solutions to the single-period unit commitment problem

Journal of Combinatorial Optimization, 11.

Multiplicative data envelopment analysis cross-efficiency and stochastic weight space acceptability analysis for group decision making with interval multiplicative preference relations

Information Sciences, 514, 319–332.

Winner determination of loss-averse buyers with incomplete information in multiattribute reverse auctions for clean energy device procurement

Energy, 177, 276–292.

Geometric Programming with Discrete Variables Subject to Max-Product Fuzzy Relation Constraints

Discrete Dynamics in Nature and Society, 2018, 1–8.

L1-norm based Major Component Detection and Analysis for Asymmetric Radial Data

International Journal of Operations Research, 15, 89–100.

Recovering optimal solutions via SOC-SDP relaxation of trust region subproblem with nonintersecting linear constraints

Journal of Industrial & Management Optimization, 15(4), 1677–1699.

Robust Regression Models for Load Forecasting

IEEE Transactions on Smart Grid, 10(5), 5397–5404.

Structured linear reformulation of binary quadratically constrained quadratic programs

Optimization Letters, 11.

ℓ1-Norm Based Central Point Analysis for Asymmetric Radial Data

Annals of Data Science, 5(3), 469–486.

A branch-and-cut algorithm using polar cuts for solving nonconvex quadratic programming problems

Optimization, 67(2), 359–375.

A cooperative game with envy

Journal of Industrial & Management Optimization, 13(4), 2049–2066.

A proximal quadratic surface support vector machine for semi-supervised binary classification

Soft Computing, 22(20), 6905–6919.

Argument division based branch-and-bound algorithm for unit-modulus constrained complex quadratic programming

Journal of Global Optimization, 70(1), 171–187.

Benchmarking robustness of load forecasting models under data integrity attacks

International Journal of Forecasting, 34(1), 89–104.

Convex Analysis and Duality over Discrete Domains

Journal of the Operations Research Society of China, 6(2), 189–247.

Convex Shape Preservation of Cubic L1 Spline Fits

Annals of Data Science, 4(1), 123–147.

Core of the Reinsurance Market with Dependent Risks

Journal of the Operations Research Society of China, 6(1), 49–57.

Double well potential function and its optimization in the N-dimensional real space - Part I

Journal of Industrial and Management Optimization, 13(3), 1291–1305.

Enhanced linear reformulation for engineering optimization models with discrete and bounded continuous variables

Applied Mathematical Modelling, 58, 140–157.

Inventory centralization with risk-averse newsvendors

Annals of Operations Research, 268(1-2), 215–237.

Reverse auctions with regret-anticipated bidders

Annals of Operations Research, 268(1-2), 293–313.

A kernel-free quadratic surface support vector machine for semi-supervised learning

Journal of the Operational Research Society, 67(7), 1001–1011.

An enhanced logarithmic method for signomial programming with discrete variables

European Journal of Operational Research, 255(3), 922–934.

Best L1 approximation of Heaviside-type functions from Chebyshev and weak-Chebyshev spaces

Numerical Algorithms, 75(3), 827–843.

Conic approximation to quadratic optimization with linear complementarity constraints

Computational Optimization and Applications, 66(1), 97–122.

Double well potential function and its optimization in the N -dimensional real space-part Ⅰ

Journal of Industrial & Management Optimization, 13(3), 1291–1305.

Double well potential function and its optimization in the N -dimensional real space-part Ⅱ

Journal of Industrial & Management Optimization, 13(3), 1307–1328.

Linear Reformulation of Polynomial Discrete Programming for Fast Computation

INFORMS Journal on Computing, 29(1), 108–122.

Mixed-Integer Linear Programming Approach for Scheduling Repetitive Projects with Time-Cost Trade-Off Consideration

Zou, X., Fang, S.-C., Huang, Y.-S., & Zhang, L.-H. (2016, November 17). Journal of Computing in Civil Engineering, Vol. 31.

On linear conic relaxation of discrete quadratic programs

Optimization Methods and Software, 31(4), 737–754.

Reformulations for project portfolio selection problem considering interdependence and cardinality

Pacific Journal of Optimization, 12(2), 355–366.

Soft Quadratic Surface Support Vector Machine for Binary Classification

Asia-Pacific Journal of Operational Research, 33(06), 1650046.

Solving routing and wavelength assignment problem with maximum edge-disjoint paths

Journal of Industrial & Management Optimization, 13(2), 1065–1084.

An extended model for project portfolio selection with project divisibility and interdependency

Journal of Systems Science and Systems Engineering, 25(1), 119–138.

Canonical Dual Solutions to Quadratic Optimization over One Quadratic Constraint

Xing, W., Fang, S.-C., Sheu, R.-L., & Zhang, L. (2015, February 1). Asia Pacific Journal of Operational Research, Vol. 32.

Cardinality constrained portfolio selection problem: A completely positive programming approach

Tian, Y., Fang, S., Deng, Z., & Jin, Q. (2015, September 1). Journal of Industrial and Management Optimization, Vol. 12, pp. 1041–1056.

Fuzzy quadratic surface support vector machine based on fisher discriminant analysis

Journal of Industrial and Management Optimization, 12(1), 357–373.

On shape-preserving capability of cubic L1 spline fits

Wang, Z., Fang, S.-C., & Lavery, J. E. (2015, October 25). Computer Aided Geometric Design, Vol. 40, pp. 59–75.

Set covering-based topsis method for sloving sup-T equation constrained multi-objective optimization problems

Hu, C.-F., & Fang, S.-C. (2015, July 28). Journal of Systems Science and Systems Engineering, Vol. 24, pp. 258–275.

Transportation System and Trade Flows in Port Cities of China: A Random Coefficient Model

Journal of Systems Science and Information, 3(4), 289–300.

Winner determination for risk aversion buyers in multi-attribute reverse auction

Huang, M., Qian, X., Fang, S.-C., & Wang, X. (2015, July 2). Omega, Vol. 59, pp. 184–200.

Adaptive computable approximation to cones of nonnegative quadratic functions

Lu, C., Jin, Q., Fang, S.-C., Wang, Z., & Xing, W. (2014, March 10). Optimization, Vol. 63, pp. 955–980.

Approximation of Irregular Geometric Data by Locally Calculated Univariate Cubic L1 Spline Fits

Annals of Data Science, 1(1), 5–14.

Conic approximation to nonconvex quadratic programming with convex quadratic constraints

Deng, Z., Fang, S.-C., Jin, Q., & Lu, C. (2014, May 9). Journal of Global Optimization, Vol. 61, pp. 459–478.

Detection of a copositive matrix over a p-th order cone

Pacific Journal of Optimization, 10(3), 593–611.

Expanded model of the project portfolio selection problem with divisibility, time profile factors and cardinality constraints

Li, X., Fang, S.-C., Tian, Y., & Guo, X. (2014, August 20). Journal of the Operational Research Society, Vol. 66, pp. 1132–1139.

In celebration of Professor Min-yi Yue's 95th birthday

Optimization, 63(6), 827–828.

In celebration of Professor Min-yi Yue’s 95th birthday

Optimization, 63(6), 827–828.

Solving conic quadratically constrained quadratic programming problems

Pacific Journal of Optimization, 10(3), 503–516.

ℓ1 Major Component Detection and Analysis (ℓ1 MCDA) in Three and Higher Dimensional Spaces

Algorithms, 7(3), 429–443.

A branch-and-cut approach to portfolio selection with marginal risk control in a linear conic programming framework

Deng, Z., Bai, Y., Fang, S.-C., Tian, Y., & Xing, W. (2013, December 1). Journal of Systems Science and Systems Engineering, Vol. 22, pp. 385–400.

Comparison of an ℓ1-regression-based and a RANSAC-based planar segmentation procedure for urban terrain data with many outliers

In L. Bruzzone (Ed.), Image and Signal Processing for Remote Sensing XIX (p. 889209).

Computable representation of the cone of nonnegative quadratic forms over a general second-order cone and its application to completely positive programming

Journal of Industrial and Management Optimization, 9(3), 701–719.

Detecting copositivity of a symmetric matrix by an adaptive ellipsoid-based approximation scheme

European Journal of Operational Research, 229(1), 21–28.

Exact Computable Representation of Some Second-Order Cone Constrained Quadratic Programming Problems

Journal of the Operations Research Society of China, 1(1), 107–134.

Linear Conic Optimization

Beijing, China: Science Press.

Non-L-R Type Fuzzy Parameters in Mathematical Programming Problems

Hu, C.-F., Adivar, M., & Fang, S.-C. (2013, August 26). IEEE Transactions on Fuzzy Systems, Vol. 22, pp. 1062–1073.

On constraint qualifications: Motivation, design and inter-relations

Wang, Z., Fang, S.-C., & Xing, W. (2013, January 1). Journal of Industrial and Management Optimization, Vol. 9, pp. 983–1001.

Quadratic Optimization over a Second-Order Cone with Linear Equality Constraints

Journal of the Operations Research Society of China, 2(1), 17–38.

Quadratic optimization over one first-order cone

Guo, X., Deng, Z., Fang, S.-C., & Xing, W. (2013, November 27). Journal of Industrial and Management Optimization, Vol. 10, pp. 945–963.

Reallocation of Resources to Preserve Relative Efficiencies: Inverse CCR Model

In The 19th International Conference on Industrial Engineering and Engineering Management (pp. 497–508).

Refined EM Method for Solving Linearly Constrained Global Optimization Problems

In P. Pulat, S. Sarin, & R. Uzsoy (Eds.), Essays in Production, Project Planning and Scheduling (pp. 69–90).

Routing and Wavelength Assignment in Optical Networks from Maximum Edge-Disjoint Paths

In Advances in Intelligent Systems and Computing (pp. 95–103).

The Eighth Chinese Symposium on Mathematical Programming

In S.-C. Feng, Y. Bai, W. Fang, J. Han, & N. Xiu (Eds.), Optimization (Vol. 62, pp. 429–430).

Transport costs and China’s exports: Some empirical evidences

Xu, L., Fang, S.-C., & Zhang, X. (2013, June 1). Journal of Systems Science and Complexity, Vol. 26, pp. 365–382.