Qingfu Zhang

Maoguo Gong, Xiaowei Chen, Lijia Ma, Qingfu Zhang, Licheng Jiao: Identification of multi-resolution network structures with multi-objective immune algorithm. Appl. Soft Comput. 13(4): 1705-1717 (2013)

Dhish Kumar Saxena, João A. Duro, Ashutosh Tiwari, Kalyanmoy Deb, Qingfu Zhang: Objective Reduction in Many-Objective Optimization: Linear and Nonlinear Algorithms. IEEE Trans. Evolutionary Computation 17(1): 77-99 (2013)

Aimin Zhou, Qingfu Zhang, Guixu Zhang: Approximation Model Guided Selection for Evolutionary Multiobjective Optimization. EMO 2013: 398-412

Shih-Hsin Chen, Pei-Chann Chang, T. C. E. Cheng, Qingfu Zhang: A Self-guided Genetic Algorithm for permutation flowshop scheduling problems. Computers & OR 39(7): 1450-1457 (2012)

Yong Wang, Zixing Cai, Qingfu Zhang: Enhancing the search ability of differential evolution through orthogonal crossover. Inf. Sci. 185(1): 153-177 (2012)

Shi-Zheng Zhao, Ponnuthurai Nagaratnam Suganthan, Qingfu Zhang: Decomposition-Based Multiobjective Evolutionary Algorithm With an Ensemble of Neighborhood Sizes. IEEE Trans. Evolutionary Computation 16(3): 442-446 (2012)

Bo Liu, Qingfu Zhang, Francisco V. Fernández, Georges G. E. Gielen: Self-adaptive lower confidence bound: A new general and effective prescreening method for Gaussian Process surrogate model assisted evolutionary algorithms. IEEE Congress on Evolutionary Computation 2012: 1-6

Aimin Zhou, Qingfu Zhang, Guixu Zhang: A multiobjective evolutionary algorithm based on decomposition and probability model. IEEE Congress on Evolutionary Computation 2012: 1-8

Wei Peng, Qingfu Zhang: Network Topology Planning Using MOEA/D with Objective-Guided Operators. PPSN (2) 2012: 62-71

Hui Li, Xiaolei Su, Zongben Xu, Qingfu Zhang: MOEA/D with Iterative Thresholding Algorithm for Sparse Optimization Problems. PPSN (2) 2012: 93-101

Aimin Zhou, Bo-Yang Qu, Hui Li, Shi-Zheng Zhao, Ponnuthurai Nagaratnam Suganthan, Qingfu Zhang: Multiobjective evolutionary algorithms: A survey of the state of the art. Swarm and Evolutionary Computation 1(1): 32-49 (2011)

Yong Wang, Zixing Cai, Qingfu Zhang: Differential Evolution With Composite Trial Vector Generation Strategies and Control Parameters. IEEE Trans. Evolutionary Computation 15(1): 55-66 (2011)

Carlos Echegoyen, Qingfu Zhang, Alexander Mendiburu, Roberto Santana, José Antonio Lozano: On the limits of effectiveness in estimation of distribution algorithms. IEEE Congress on Evolutionary Computation 2011: 1573-1580

Dhish Kumar Saxena, Qingfu Zhang, João A. Duro, Ashutosh Tiwari: Framework for Many-Objective Test Problems with Both Simple and Complicated Pareto-Set Shapes. EMO 2011: 197-211

Jingjing Ma, Yanhui Wang, Maoguo Gong, Licheng Jiao, Qingfu Zhang: Spatio-temporal data evolutionary clustering based on MOEA/D. GECCO (Companion) 2011: 85-86

Nasser Tairan, Qingfu Zhang: P-GLS-II: an enhanced version of the population-based guided local search. GECCO 2011: 537-544

Maoguo Gong, Fang Liu, Wei Zhang, Licheng Jiao, Qingfu Zhang: Interactive MOEA/D for multi-objective decision making. GECCO 2011: 721-728

Juan José Durillo, Qingfu Zhang, Antonio J. Nebro, Enrique Alba: Distribution of Computational Effort in Parallel MOEA/D. LION 2011: 488-502

Qingfu Zhang: Reactive Search and Intelligent Optimization (Battiti, R., et al.; 2008) [Book Review]. IEEE Comp. Int. Mag. 5(1): 59-60 (2010)

Andreas Konstantinidis, Kun Yang, Qingfu Zhang, Demetrios Zeinalipour-Yazti: A multi-objective evolutionary algorithm for the deployment and power assignment problem in wireless sensor networks. Computer Networks 54(6): 960-976 (2010)

Shih-Hsin Chen, Min-Chih Chen, Pei-Chann Chang, Qingfu Zhang, Yuh-Min Chen: Guidelines for developing effective Estimation of Distribution Algorithms in solving single machine scheduling problems. Expert Syst. Appl. 37(9): 6441-6451 (2010)

Qingfu Zhang, Wudong Liu, Edward P. K. Tsang, Botond Virginas: Expensive Multiobjective Optimization by MOEA/D With Gaussian Process Model. IEEE Trans. Evolutionary Computation 14(3): 456-474 (2010)

Bashar Awwad Shiekh Hasan, John Q. Gan, Qingfu Zhang: Multi-objective evolutionary methods for channel selection in Brain-Computer Interfaces: Some preliminary experimental results. IEEE Congress on Evolutionary Computation 2010: 1-6

Andreas Konstantinidis, Christoforos Charalambous, Aimin Zhou, Qingfu Zhang: Multi-objective mobile agent-based Sensor Network Routing using MOEA/D. IEEE Congress on Evolutionary Computation 2010: 1-8

Bo Liu, Francisco V. Fernández, Qingfu Zhang, Murat Pak, Suha Sipahi, Georges G. E. Gielen: An enhanced MOEA/D-DE and its application to multiobjective analog cell sizing. IEEE Congress on Evolutionary Computation 2010: 1-7

Nasser Tairan, Qingfu Zhang: Population-Based Guided Local Search: Some preliminary experimental results. IEEE Congress on Evolutionary Computation 2010: 1-5

Qingfu Zhang, Hui Li, Dietmar Maringer, Edward P. K. Tsang: MOEA/D with NBI-style Tchebycheff approach for portfolio management. IEEE Congress on Evolutionary Computation 2010: 1-8

Aimin Zhou, Qingfu Zhang: A surrogate-assisted evolutionary algorithm for minimax optimization. IEEE Congress on Evolutionary Computation 2010: 1-7

Jingtao Yao, Qingfu Zhang, Jingsheng Lei: Recent developments in natural computation. Neurocomputing 72(13-15): 2833-2834 (2009)

Hui Li, Qingfu Zhang: Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II. IEEE Trans. Evolutionary Computation 13(2): 284-302 (2009)

Aimin Zhou, Qingfu Zhang, Yaochu Jin: Approximating the Set of Pareto-Optimal Solutions in Both the Decision and Objective Spaces by an Estimation of Distribution Algorithm. IEEE Trans. Evolutionary Computation 13(5): 1167-1189 (2009)

José Antonio Lozano, Qingfu Zhang, Pedro Larrañaga: Guest Editorial: Special Issue on Evolutionary Algorithms Based on Probabilistic Models. IEEE Trans. Evolutionary Computation 13(6): 1197-1198 (2009)

Qingfu Zhang, Wudong Liu, Hui Li: The performance of a new version of MOEA/D on CEC09 unconstrained MOP test instances. IEEE Congress on Evolutionary Computation 2009: 203-208

Chih-Ming Chen, Ying-Ping Chen, Qingfu Zhang: Enhancing MOEA/D with guided mutation and priority update for multi-objective optimization. IEEE Congress on Evolutionary Computation 2009: 209-216

Alexander E. I. Brownlee, John A. W. McCall, Siddhartha Shakya, Qingfu Zhang: Structure learning and optimisation in a Markov-network based estimation of distribution algorithm. IEEE Congress on Evolutionary Computation 2009: 447-454

Shih-Hsin Chen, Pei-Chann Chang, Qingfu Zhang: A self-guided genetic algorithm for flowshop scheduling problems. IEEE Congress on Evolutionary Computation 2009: 471-478

Wudong Liu, Qingfu Zhang, Edward P. K. Tsang, Botond Virginas: Fuzzy clustering based Gaussian Process Model for large training set and its application in expensive evolutionary optimization. IEEE Congress on Evolutionary Computation 2009: 2411-2415

Andreas Konstantinidis, Qingfu Zhang, Kun Yang: A Subproblem-dependent Heuristic in MOEA/D for the Deployment and Power Assignment Problem in Wireless Sensor Networks. IEEE Congress on Evolutionary Computation 2009: 2740-2747

Andreas Konstantinidis, Kun Yang, Qingfu Zhang, Fernando Gordejuela-Sanchez: Multiobjective K-Connected Deployment and Power Assignment in WSNs Using Constraint Handling. GLOBECOM 2009: 1-6

Andreas Konstantinidis, Kun Yang, Qingfu Zhang: Problem-Specific Encoding and Genetic Operation for a Multi-Objective Deployment and Power Assignment Problem in Wireless Sensor Networks. ICC 2009: 1-6

Yueheng Sun, Jianyong Sun, Qingfu Zhang: An Evolutionary Approach for Survivable Network under SRLG Constraints. ICNC (4) 2009: 122-126

Jianyong Sun, Qingfu Zhang, Jin Li, Xin Yao: A Hybrid Estimation of Distribution Algorithm for CDMA Cellular System Design. International Journal of Computational Intelligence and Applications 7(2): 187-200 (2008)

Deyu Meng, Yee Leung, Zongben Xu, Tung Fung, Qingfu Zhang: Improving geodesic distance estimation based on locally linear assumption. Pattern Recognition Letters 29(7): 862-870 (2008)

Qingfu Zhang, Aimin Zhou, Yaochu Jin: RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm. IEEE Trans. Evolutionary Computation 12(1): 41-63 (2008)

Pei-Chann Chang, Shih-Hsin Chen, Qingfu Zhang, Jun-Lin Lin: MOEA/D for flowshop scheduling problems. IEEE Congress on Evolutionary Computation 2008: 1433-1438

Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sendhoff: Combination of EDA and DE for continuous biobjective optimization. IEEE Congress on Evolutionary Computation 2008: 1447-1454

Alexander E. I. Brownlee, John A. W. McCall, Qingfu Zhang, Deryck F. Brown: Approaches to selection and their effect on fitness modelling in an Estimation of Distribution Algorithm. IEEE Congress on Evolutionary Computation 2008: 2621-2628

Wudong Liu, Qingfu Zhang, Edward P. K. Tsang, Botond Virginas: Tchebycheff approximation in Gaussian Process model composition for multi-objective expensive black box. IEEE Congress on Evolutionary Computation 2008: 3060-3065

Andreas Konstantinidis, Kun Yang, Qingfu Zhang: An Evolutionary Algorithm to a Multi-Objective Deployment and Power Assignment Problem in Wireless Sensor Networks. GLOBECOM 2008: 475-480

Wei Peng, Qingfu Zhang: A Decomposition-based Multi-objective Particle Swarm Optimization Algorithm for Continuous Optimization Problems. GrC 2008: 534-537

Shih-Hsin Chen, Pei-Chann Chang, Qingfu Zhang: Self-Guided Genetic Algorithm. ICIC (2) 2008: 292-299

Andreas Konstantinidis, Kun Yang, Hsiao-Hwa Chen, Qingfu Zhang: Energy-aware topology control for wireless sensor networks using memetic algorithms. Computer Communications 30(14-15): 2753-2764 (2007)

Qingfu Zhang, Hui Li: MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition. IEEE Trans. Evolutionary Computation 11(6): 712-731 (2007)

Qingfu Zhang, Jianyong Sun, Gaoxi Xiao, Edward P. K. Tsang: Evolutionary Algorithms Refining a Heuristic: A Hybrid Method for Shared-Path Protections in WDM Networks Under SRLG Constraints. IEEE Transactions on Systems, Man, and Cybernetics, Part B 37(1): 51-61 (2007)

Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sendhoff: Adaptivemodelling strategy for continuous multi-objective optimization. IEEE Congress on Evolutionary Computation 2007: 431-437

Abdellah Salhi, José Antonio Vázquez Rodríguez, Qingfu Zhang: An estimation of distribution algorithm with guided mutation for a complex flow shop scheduling problem. GECCO 2007: 570-576

Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sendhoff, Edward P. K. Tsang: Global multiobjective optimization via estimation of distribution algorithm with biased initialization and crossover. GECCO 2007: 617-623

Wudong Liu, Qingfu Zhang, Edward P. K. Tsang, Cao Liu, Botond Virginas: On the Performance of Metamodel Assisted MOEA/D. ISICA 2007: 547-557

Aimin Zhou, Yaochu Jin, Qingfu Zhang, Bernhard Sendhoff, Edward P. K. Tsang: Prediction-Based Population Re-initialization for Evolutionary Dynamic Multi-objective Optimization. EMO 2006: 832-846

Andreas Konstantinidis, Qingfu Zhang, Kun Yang, Ian Henning: Energy-aware Topology Control in Sensor Networks Using Modern Heuristics. GLOBECOM 2006

Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sendhoff, Edward P. K. Tsang: Modelling the Population Distribution in Multi-objective Optimization by Generative Topographic Mapping. PPSN 2006: 443-452

Hui Li, Qingfu Zhang: A Multiobjective Differential Evolution Based on Decomposition for Multiobjective Optimization with Variable Linkages. PPSN 2006: 583-592

Jianyong Sun, Qingfu Zhang, Jin Li, Xin Yao: A Hybrid Estimation of Distribution Algorithm for CDMA Cellular System Design. SEAL 2006: 905-912

Qingfu Zhang, Jianyong Sun, Edward P. K. Tsang: An evolutionary algorithm with guided mutation for the maximum clique problem. IEEE Trans. Evolutionary Computation 9(2): 192-200 (2005)

Aimin Zhou, Qingfu Zhang, Yaochu Jin, Edward P. K. Tsang, Tatsuya Okabe: A model-based evolutionary algorithm for bi-objective optimization. Congress on Evolutionary Computation 2005: 2568-2575

J. Horacio Camacho, Abdellah Salhi, Qingfu Zhang: A Graph Theoretic Approach to Key Equivalence. MICAI 2005: 524-533

Qingfu Zhang: On the convergence of a factorized distribution algorithm with truncation selection. Complexity 9(4): 17-23 (2004)

Qingfu Zhang: On stability of fixed points of limit models of univariate marginal distribution algorithm and factorized distribution algorithm. IEEE Trans. Evolutionary Computation 8(1): 80-93 (2004)

Qingfu Zhang, Heinz Mühlenbein: On the convergence of a class of estimation of distribution algorithms. IEEE Trans. Evolutionary Computation 8(2): 127-136 (2004)

Hui Li, Qingfu Zhang, Edward P. K. Tsang, John A. Ford: Hybrid Estimation of Distribution Algorithm for Multiobjective Knapsack Problem. EvoCOP 2004: 145-154

Qingfu Zhang: On the discrete-time dynamics of a PCA learning algorithm. Neurocomputing 55(3-4): 761-769 (2003)

Qingfu Zhang, Yiu-Wing Leung: A class of learning algorithms for principal component analysis and minor component analysis. IEEE Trans. Neural Netw. Learning Syst. 11(1): 200-204 (2000)

Qingfu Zhang, Yiu-Wing Leung: A class of learning algorithms for principal component analysis and minor component analysis. IEEE Trans. Neural Netw. Learning Syst. 11(2): 529-533 (2000)

Qingfu Zhang, Hujun Yin, Nigel M. Allinson: A Simplified ICA Based Denoising Method. IJCNN (5) 2000: 479-482

Qingfu Zhang, Yiu-Wing Leung: An orthogonal genetic algorithm for multimedia multicast routing. IEEE Trans. Evolutionary Computation 3(1): 53-62 (1999)

Shaoyan Wu, Qingfu Zhang, Huowang Chen: A New Evolutionary Model Based on Family Eugenics: the First Results. International Conference on Evolutionary Computation 1996: 350-355

Qingfu Zhang, Yiu-Wing Leung: Energy function for the one-unit Oja algorithm. IEEE Trans. Neural Netw. Learning Syst. 6(5): 1291-1293 (1995)