Collaborative Neurodynamic Approaches to Portfolio Optimization

Project: Research

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Research Output

  1. 2025
  2. Published

    Index Tracking via Sparse Bayesian Regression and Collaborative Neurodynamic Optimization

    Zhang, F. & Wang, J., Mar 2025, In: IEEE Transactions on Cybernetics. 55, 3, p. 1238-1249

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  3. Published

    A Collaborative Neurodynamic Algorithm for Quadratic Unconstrained Binary Optimization

    Li, H. & Wang, J., Feb 2025, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 9, 1, p. 228-239 12 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  4. 2024
  5. Online published

    Portfolio Selection by Maximizing Various Risk-Adjusted Return Ratios via Convex Reformulations

    Wang, J., Zhang, F. & Zhang, W., 27 Dec 2024, (Online published) In: IEEE Transactions on Computational Social Systems.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  6. Published

    A Survey of Neurodynamic Optimization

    Xia, Y., Liu, Q., Wang, J. & Cichocki, A., Aug 2024, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 4, p. 2677-2696 20 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 21
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  7. Published

    Binary matrix factorization via collaborative neurodynamic optimization

    Li, H., Wang, J., Zhang, N. & Zhang, W., Aug 2024, In: Neural Networks. 176, 106348.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  8. Published

    A Collaborative Neurodynamic Optimization Approach to Distributed Nash-Equilibrium Seeking in Multicluster Games With Nonconvex Functions

    Xia, Z., Liu, Y., Yu, W. & Wang, J., May 2024, In: IEEE Transactions on Cybernetics. 54, 5, p. 3105-3119 15 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 10
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  9. Published

    Supervised Feature Selection via Collaborative Neurodynamic Optimization

    Wang, Y., Wang, J. & Pal, N. R., May 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 5, p. 6878-6892 15 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 13
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  10. Published

    From Soft Clustering to Hard Clustering: A Collaborative Annealing Fuzzy c-means Algorithm

    Li, H. & Wang, J., Mar 2024, In: IEEE Transactions on Fuzzy Systems. 32, 3, p. 1181-1194

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 14
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  11. Published

    A Specified-time Convergent Multi-agent System for Distributed Optimization with a Time-varying Objective Function

    Zheng, Y., Liu, Q. & Wang, J., Feb 2024, In: IEEE Transactions on Automatic Control. 69, 2, p. 1257-1264 8 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 13
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  12. Published

    An event-triggered collaborative neurodynamic approach to distributed global optimization

    Xia, Z., Liu, Y. & Wang, J., Jan 2024, In: Neural Networks. 169, p. 181-190

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 11
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  13. Published

    Two-timescale projection neural networks in collaborative neurodynamic approaches to global optimization and distributed optimization

    Huang, B., Liu, Y., Jiang, Y.-L. & Wang, J., Jan 2024, In: Neural Networks. 169, p. 83-91

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 12
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  14. 2023
  15. Published

    Cooperative Differential Evolution With an Attention-Based Prediction Strategy for Dynamic Multiobjective Optimization

    Liu, X.-F., Zhang, J. & Wang, J., Dec 2023, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 53, 12, p. 7441-7452 12 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 2
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  16. Published

    Clifford-Valued Distributed Optimization Based on Recurrent Neural Networks

    Xia, Z., Liu, Y., Kou, K. I. & Wang, J., Oct 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 10, p. 7248-7259 12 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 36
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  17. Published

    Two Recurrent Neural Networks With Reduced Model Complexity for Constrained l₁-Norm Optimization

    Xia, Y., Wang, J., Lu, Z. & Huang, L., Sept 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 9, p. 6173-6185 13 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 9
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  18. Published

    Event-Triggered Synchronization of Multiple Fractional-Order Recurrent Neural Networks With Time-Varying Delays

    Liu, P., Wang, J. & Zeng, Z., Aug 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 8, p. 4620-4630 11 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 33
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  19. Published

    Two-timescale recurrent neural networks for distributed minimax optimization

    Xia, Z., LIU, Y., WANG, J. & WANG, J., Aug 2023, In: Neural Networks. 165, p. 527-539

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 18
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  20. Published

    A Collaborative Neurodynamic Approach to Distributed Global Optimization

    Xia, Z., Liu, Y. & Wang, J., May 2023, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 53, 5, p. 3141-3151 11 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 27
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  21. Published

    Multistability of Fuzzy Neural Networks With Rectified Linear Units and State-Dependent Switching Rules

    Ou, S., Guo, Z. & Wang, J., May 2023, In: IEEE Transactions on Fuzzy Systems. 31, 5, p. 1518-1530 13 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 8
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  22. Published

    Neurodynamics-driven supervised feature selection

    Wang, Y., Wang, J. & Tao, D., Apr 2023, In: Pattern Recognition. 136, 109254.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 4
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  23. Published

    A Bi-event-Triggered Multi-agent System for Distributed Optimization

    Huang, B., Liu, Y., Xia, Z. & Wang, J., Mar 2023, In: IEEE Transactions on Network Science and Engineering. 10, 2, p. 1074-1084 11 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 11
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