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    Article

    Non-monotone projection gradient method for non-negative matrix factorization

    Since Non-negative Matrix Factorization (NMF) was first proposed over a decade ago, it has attracted much attention, particularly when applied to numerous data analysis problems. Most of the existing algorithm...

    **angli Li, Hongwei Liu, **uyun Zheng in Computational Optimization and Applications (2012)

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    Modified subspace Barzilai-Borwein gradient method for non-negative matrix factorization

    Non-negative matrix factorization (NMF) is a problem to obtain a representation of data using non-negativity constraints. Since the NMF was first proposed by Lee, NMF has attracted much attention for over a de...

    Hongwei Liu, **angli Li in Computational Optimization and Applications (2013)

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    Article

    Evaluating entity-description conflict on duplicated data

    Duplicated records, which describe the same entity in the real world, frequently generated by data integration. Ideally, the values on the same attributes of duplicated records should be identical. However, th...

    Lingli Li, Jianzhong Li, Hong Gao in Journal of Combinatorial Optimization (2016)

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    Article

    A simple two-agent system for multi-objective flexible job-shop scheduling

    In this paper, a simple two-agent multi-objective scheduling system for flexible job-shop scheduling problem is proposed and corresponding framework is given. Under the framework, a broadcast communication mec...

    Yingli Li, Jiahai Wang, Zhengwei Liu in Journal of Combinatorial Optimization (2022)

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    Article

    On the residual closeness of graphs with cut vertices

    In designing and understanding of computer networks, how to improve network robustness or protect a network from vulnerability remains an overarching concern. The residual closeness is a measure of network vul...

    Chengli Li, Leyou Xu, Bo Zhou in Journal of Combinatorial Optimization (2023)