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3 Results Found

  • Article
  • Open Access
1 Citations
3,497 Views
17 Pages

23 June 2023

This study introduces a training pipeline comprising two components: the Encoder-Decoder-Outlayer framework and the Vector Space Diversification Sampling method. This framework efficiently separates the pre-training and fine-tuning stages, while the...

(This article belongs to the Special Issue Advances in Analysis and Application of Mathematical Optimization Algorithms)
  • Article
  • Open Access
36 Citations
4,307 Views
38 Pages

An Adaptive Covariance Scaling Estimation of Distribution Algorithm

  • Qiang Yang,
  • Yong Li,
  • Xu-Dong Gao,
  • Yuan-Yuan Ma and ,
  • Zhen-Yu Lu,
  • Sang-Woon Jeon and
  • Jun Zhang
  • + 2 authors+ 0 author

11 December 2021

Optimization problems are ubiquitous in every field, and they are becoming more and more complex, which greatly challenges the effectiveness of existing optimization methods. To solve the increasingly complicated optimization problems with high effec...

(This article belongs to the Topic Soft Computing)
  • Article
  • Open Access
1,011 Views
41 Pages

An Enhanced Prediction Model for Energy Consumption in Residential Houses: A Case Study in China

  • Haining Tian,
  • Haji Endut Esmawee,
  • Ramele Ramli Rohaslinda,
  • Wenqiang Li and
  • Congxiang Tian

11 October 2025

High energy consumption in Chinese rural residential buildings, caused by rudimentary construction methods and the poor thermal performance of building envelopes, poses a significant challenge to national sustainability and “dual carbon”...

(This article belongs to the Section Biological Optimisation and Management)