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Huayan Zhang

University of Nottingham, Ningbo - University of Nottingham Ningbo China

SCHOLARLY PAPERS

3

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109

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1

Scholarly Papers (3)

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1.

Online Risk-Aware Pattern Adjustment for Bin Packing Problem

Number of pages: 31 Posted: 21 May 2025
Huayan Zhang, Ruibin Bai and Tie-Yan Liu
University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China and Microsoft Research Asia
Downloads 40 (1,196,171)

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Online Bin Packing Problem, Pattern Recognition, Risk-Aware Uncertainty Handling, Shadow Price, Integer programming, evolutionary computation

2.

Adaptive Pattern Mining for Stochastic Constrained Combinatorial Optimisation with Causal Structure Analysis

Number of pages: 33 Posted: 15 Sep 2025
Huayan Zhang, Ruibin Bai, Jiawei Li, Huangyan Deng, Bingchen Lin, Jianfeng Ren and Tie-Yan Liu
University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China and Microsoft Research Asia
Downloads 35 (1,249,711)

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bin packing problem, column generation, online combinatorial optimisation, adaptive pattern mining, causal structure

3.

Pattern Based Learning and Optimisation Through Pricing for Bin Packing Problem

Number of pages: 37 Posted: 09 May 2024
Huayan Zhang, Ruibin Bai, Tie-Yan Liu, Jiawei Li, Bingchen Lin and Jianfeng Ren
University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, Microsoft Research Asia, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China and University of Nottingham, Ningbo - University of Nottingham Ningbo China
Downloads 34 (1,263,436)
Citation 1

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online bin packing problem, patterns, column generation, combinatorial optimisation, uncertainty