skip to main content
US FlagAn official website of the United States government
dot gov icon
Official websites use .gov
A .gov website belongs to an official government organization in the United States.
https lock icon
Secure .gov websites use HTTPS
A lock ( lock ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.

Attention:

The NSF Public Access Repository (PAR) system and access will be unavailable from 10:00 PM ET on Thursday, February 12 until 1:00 AM ET on Friday, February 13 due to maintenance. We apologize for the inconvenience.

Explore Research Products in the PAR
It may take a few hours for recently added research products to appear in PAR search results.


  • Home
  • Search Results
  • Page 1 of 8

Search for: All records

Creators/Authors contains: "Zhang, Xinyu"

Note: When clicking on a Digital Object Identifier (DOI) number, you will be taken to an external site maintained by the publisher. Some full text articles may not yet be available without a charge during the embargo (administrative interval).
What is a DOI Number?

Some links on this page may take you to non-federal websites. Their policies may differ from this site.

  1. ; ; ; ; (, ACM)
    Initialization profoundly affects evolutionary algorithm (EA) efficacy by dictating search trajectories and convergence. This study introduces a hybrid initialization strategy combining empty-space search algorithm (ESA) and opposition-based learning (OBL). OBL initially generates a diverse population, subsequently augmented by ESA, which identifies under-explored regions. This synergy enhances population diversity, accelerates convergence, and improves EA performance on complex, high-dimensional optimization problems. Benchmark results demonstrate the proposed method's superiority in solution quality and convergence speed compared to conventional initialization techniques. 
    more » « less
    Full Text Available 
  2. ; ; ; ; (, International Conference on Machine Learning)
    Accepted Manuscript Full Text Available
  3. ; ; ; (, IEEE/CVF)
    Accepted Manuscript Full Text Available
  4. ; ; ; (, ACM)
    Full Text Available 
  5. ; (, IEEE)
    Full Text Available 
  6. ; ; ; ; ; (, ACM)
    Full Text Available 
  7. ; ; ; (, JMLR)
    Accepted Manuscript Full Text Available
  8. ; ; ; ; ; (, ACM)
    Full Text Available 
  9. ; ; ; (, Journal of Colloid and Interface Science)
    Full Text Available 
  10. ; ; (, ACM)
    Full Text Available