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PUBLICATIONS

Book & Book Chapters

Journal Publications

  1. 【Book Chapter】Qiang Yang, Wei-Neng Chen, and Jun Zhang, "Probabilistic Multimodal Optimization", in book "Metaheuristics for Finding Multiple Solutions", edited by Mike Preuss, Michael G. Epitropakis, Xiaodong Li, and Jonathan E. Fieldsend, Springer, Cham, 2021.​ 【Grant 2018AAA0101300】【Grant 61976093】【Grant 62006124】【Grant 61873097】【Grant 2018B050502006】【Grant 2018B030312003】【Grant BK20200811】Grant 20KJB520006】【Startup Foundation for Introducing Talent of NUIST】

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  • In Press ​

  1. Qiang Yang, Wei-Neng Chen, Tianlong Gu, Hu Jin, Went Mao, and Jun Zhang. "An Adaptive Stochastic Dominant Learning Swarm Optimizer for High Dimensional Optimization", IEEE Transactions on Cybernetics, accepted, 2020.【Grant 2018AAA0101300】【Grant 61976093】【Grant 62006124】【Grant 61876111】【Grant BK20200811】【Startup Foundation for Introducing Talent of NUIST】

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2022

  1. Qiang Yang, Li-Tao Hua (Undergraduate Student), Xu-Dong Gao, Dong-Dong Xu,  Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "Stochastic Cognitive Dominance Leading Particle Swarm Optimization for Multimodal Problems", Mathematics, vol. 10, no. 5: 761, pp. 1-31, 2022. 【Grant 62006124】【Grant U20B2061】【Grant BK20200811】【Grant 20KJB520006】【Grant NRF-2021H1D3A2A01082705】【Startup Foundation for Introducing Talent of NUIST】

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  • 2021

  1. Qiang Yang*, Yong Li (Graduate Student), Xu-Dong Gao, Yuan-Yuan Ma, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "An Adaptive Covariance Scaling Estimation of Distribution Algorithm", Mathematics, vol. 9, no. 24: 3207, pp. 1-38, 2021. 【Grant 62006124】【Grant U20B2061】【Grant 62002103】【Grant 61873097】【Grant BK20200811】【Grant 20KJB520006】【Grant NRF-2021H1D3A2A01082705】【Startup Foundation for Introducing Talent of NUIST】

  2. Feng-Feng Wei, Wei-Neng Chen*, Qiang Yang*, Jeremiah Da Deng, Xiao-Nan Luo, Hu Jin and Jun Zhang. "A Classifier-Assisted Level-Based Learning Swarm Optimizer for Expensive Optimization", IEEE Transactions on Evolutionary Computation, vol. 25, no. 2, pp. 219-233, 2021. 【Grant 2018AAA0101300】【Grant 61976093】【Grant 61876111】【Grant SBK2020040136】【Grant NRF-2019H1D3A2A01101977】

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  • 2020

  1. Wei-Neng Chen, Da-Zhao Tan, Qiang Yang, Tianlong Gu, and Jun Zhang. "Ant Colony Optimization for the Control of Pollutant Spreading on Social Networks", IEEE Transactions on Cybernetics, vol. 50, no. 9, pp.4053-4065, 2020. 【Grant 61622206】【Grant 61876111】【Grant 2015A030306024】【Grant 2018B050502006】【Grant 2018B030312003】

  2. Qiang Yang, Wei-Neng Chen, Tianlong Gu, Huaxiang Zhang, Sam Kwong, and Jun Zhang. "A Distributed Swarm Optimizer with Adaptive Communication for Large Scale Optimization", IEEE Transactions on Cybernetics, vol. 50, no. 7, pp. 3393-3408, 2020.【Grant 61622206】【Grant 61876111】【Grant 2015A030306024】【Grant 2018B050502006】【Open Project Program of the State Key Laboratory of Mathematical Engineering and Advanced Computing】

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  • 2018

  1. Qiang Yang, Wei-Neng Chen, and Jun Zhang. "Evolution Consistency Based Decomposition for Cooperative Coevolution", IEEE Access, vol. 6, no. 1, pp. 51084-51097, 2018. 【Grant 61622206】【Grant 61332002】【Grant 61873097】【Open Project Program of the State Key Laboratory of Mathematical Engineering and Advanced Computing】

  2. Long-Kai Huang, Qiang Yang, Wei-Shi Zheng. "Online Hashing". IEEE Transactions on Neural Networks and Learning Systems, vol. 29, no. 6, pp. 2309-2322, 2018.【Grant 61522115】【Grant 61472456】【Grant 61661130157】【Grant S2013050014265】【Grant 2014T Q01X779】【Grant NA150459】

  3. Wei-Jie Yu, Jing-Yu Ji, Yue-Jiao Gong, Qiang Yang, and Jun Zhang. "A Tri-objective Differential Evolution Approach for Multimodal Optimization", Information Science, vol. 423, pp. 1-23, 2018.【Grant 61502544】【Grant 61332002】

  4. Qiang Yang, Wei-Neng Chen, Jeremiah Da Deng, Yun Li, Tianlong Gu, and Jun Zhang. "A Level-based Learning Swarm Optimizer for Large Scale Optimization", IEEE Transactions on Evolutionary Computation, vol. 22, no. 4, pp. 578-594, 2018.【Grant 61622206】【Grant 61379061】【Grant 61332002】【Grant 2015A030306024】【Grant 2014TQ01X550】

 

  • 2017

  1. Qiang Yang, Wei-Neng Chen, Tianlong Gu, Huaxiang Zhang, Jeremiah D. Deng, Yun Li, and Jun Zhang. "Segment-based Predominant Learning Swarm Optimizer for Large Scale Optimization", IEEE Transactions on Cybernetics, vol. 47, no. 9, pp. 2896-2910, 2017.【Grant 61622206】【Grant 61379061】【Grant 61332002】【Grant 2015A030306024】【Grant 2014TQ01X550】【Grant 201506010002】

  2. Qiang Yang, Wei-Neng Chen, Zhengtao Yu, Tianlong Gu, Yun Li, Huaxiang Zhang, and Jun Zhang. "Adaptive Multimodal Continuous Ant Colony Optimization", IEEE Transactions on Evolutionary Computation, vol. 21, no. 2, pp. 191-205, 2017.【Grant 61511130078】【Grant 61379061】【Grant 61332002】【Grant 2015A030306024】【Grant 2014TQ01X550】【Grant 201506010002】【Grant 6141101191】【Grant 151700098】

  3. Qiang Yang, Wei-Neng Chen, Yun Li, C. L. Philip Chen, Xiang-Min Xu, and Jun Zhang. "Multimodal Estimation of Distribution Algorithms", IEEE Transactions on Cybernetics, vol. 47, no. 3, pp. 636-650, 2017.【Grant 61379061】【Grant 61332002】【Grant 61511130078】【Grant 2015A030306024】【Grant 2014TQ01X550】【Grant 201506010002】

 

 

 

 

Conference Publications

  • 2022

  1. Ruo-Yu Zhu (Graduate Student), Chuan Wang*, Qiang Yang*, Xiao-Fang Liu, Dong Liu, Lin Sun, Hua Wang, and Jun Zhang, "Proximity-Based MAENS for Capacitated Multiple Traveling Salesmen Problem", accepted to Computer Science On-line Conference, 2022.【Grant 62006124】【Grant 62072160】【Grant 61873097】【Grant BK20200811】【Grant 20KJB520006】【Grant NRF-2021H1D3A2A01082705】【Startup Foundation for Introducing Talent of NUIST】

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  • 2021

  1. Bin Sun (Graduate Student), Chuan Wang*, Qiang Yang*, Wei-Li Liu and Wei-Jie Yu, "Ant Colony Optimization for Balanced Multiple Traveling Salesmen Problem", accepted to International Conference on Computational Science and Computational Intelligence (CSCI) , 2021.【Grant 62006124】【Grant 61873097】【Grant BK20200811】【Grant 20KJB520006】【Startup Foundation for Introducing Talent of NUIST】

  2. Xin-Xin Liu (Graduate Student), Dong Liu, Qiang Yang*, Xiao-Fang Liu, Wei-Jie Yu, and Jun Zhang, “Comparative Analysis of Five Local Search Operators on Visiting Constrained Multiple Traveling Salesmen Problem”, accepted to IEEE Symposium Series on Computational Intelligence (SSCI), 2021.【Grant 62006124】【Grant 62072160,】【Grant 61873097】【Grant BK20200811】【Grant 20KJB520006】【Startup Foundation for Introducing Talent of NUIST】

  3. Cong Bao (Graduate Student), Qiang Yang*, Xu-Dong Gao, and Jun Zhang, “A Comparative Study on Population-Based Evolutionary Algorithms for Multiple Traveling Salesmen Problem with Visiting Constraints”, accepted to IEEE Symposium Series on Computational Intelligence (SSCI), 2021.【Grant 62006124】【Grant U20B2061】【Grant 61873097】【Grant BK20200811】【Grant 20KJB520006】【Grant SJCX2_0370【Startup Foundation for Introducing Talent of NUIST】

  4. Gong-Wei Song(Graduate Student), Qiang Yang*, Xu-Dong Gao, Yuan-Yuan Ma, Zhen-Yu Lu, and Jun Zhang, “An Adaptive Level-Based Learning Swarm Optimizer for Large-Scale Optimization”, in IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 152-159, 2021.【Grant 62006124】【Grant U20B2061】【Grant 61873097】【Grant 61773220】【Grant BK20200811】【Grant 20KJB520006】【Startup Foundation for Introducing Talent of NUIST】

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  • 2020

  1. Tian-Fang Zhao, Wei-Neng Chen, Xiao-Kun Wu, Liang Yang, and Qiang Yang, “Discrete Resource Allocation in Epidemic Control with Swarm-based Metaheuristic Algorithm”, in IEEE International Conference on Systems, Man, and Cybernetics (SMC), accepted, 2020. 【Grant 2018AAA0101300】【Grant 61976093】【Grant 61876111】

  2. Xin-Xin Ma, Wei-Neng Chen, and Qiang Yang, “A Gaussian Process Assisted Offline Estimation of Multivariate Gaussian Distribution Algorithm”, in IEEE International Conference on Systems, Man, and Cybernetics (SMC), accepted, 2020. 【Grant 2018AAA0101300】【Grant 61976093】【Grant 61876111】

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  • 2016

  1. Wen Shi, Wei-Neng Chen, Qiang Yang, and Jun Zhang, "A Multi-optimizer Cooperative Coevolution Method for Large Scale Optimization",  IEEE Symposium Series on Computational Intelligence, pp. 1-7, 2016.【Grant 61622206】【Grant 61379061】【Grant 61332002】【Grant 2015A030306024】【Grant 2014TQ01X550】【Grant 201506010002】

  2. Han-Yu Xie, Qiang Yang, Xiao-Min Hu and Wei-Neng Chen, "Cross-Generation Elites Guided Particle Swarm Optimization for Large Scale Optimization",  IEEE Symposium Series on Computational Intelligence, pp. 1-8, 2016.【Grant 61622206】【Grant 61379061】【Grant 61332002】【Grant 2015A030306024】【Grant 2014TQ01X550】【Grant 201506010002】

  3. Qiang Yang, Han-Yu Xie, Wei-Neng Chen, Jun Zhang, “Multiple Parents Guided Differential Evolution for Large Scale Optimization”, IEEE Congress on Evolutionary Computation, pp.3549-3556, 2016.【Grant 61379061】【Grant 61332002】【Grant 6141101191】【Grant 2015A030306024】【Grant 2014TQ01X550】【Grant 151700098.】

  4. An Song, Qiang Yang, Wei-Neng Chen, Jun Zhang, “Random-based Dynamic Grouping Strategy for Large Scale Multi-Objective Optimization”, IEEE Congress on Evolutionary Computation, pp. 468-475, 2016.【Grant 61379061】【Grant 61332002】【Grant 6141101191】【Grant 2015A030306024】【Grant 2014TQ01X550】【Grant 151700098.】

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  • 2015

  1. Botong Wu, Qiang Yang, Wei-Shi Zheng, Yizhou Wang, and Jingdong Wang. "Quantized Correlation Hashing for Fast Cross-modal Search", International Joint Conference on Artificial Intelligence (IJCAI), pp. 3946-3952, 2015.【Grant 2015CB351800】【Grant 61472456】【Grant 61421062】【Grant 2013J2200068】【Grant S2013050014265】

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  • 2013

  1. Qiang Yang, Longkai Huang, Wei-Shi Zheng, Yingbiao Ling, "Smart Hashing Update for Fast Response", International Joint Conference on Artificial Intelligence (IJCAI), pp. 1855-1861, 2013.【Grant 61102111】【Grant 61173084】【Grant U1135001】【Grant 61211130123】【Grant 20110171120051】【Grant S2012010009926】

  2. Longkai Huang, Qiang Yang, Wei-Shi Zheng, "Online Hashing," International Joint Conference on Artificial Intelligence (IJCAI), pp. 1422-1428, 2013.【Grant 61102111】【Grant U1135001】【Grant 61211130123】【Grant 20110171120051】【Grant S2012010009926】【Grant 12lgpy28】【Grant 2012350003161455】

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