Open Access

Ancestral Genome Reconstruction Analysis Based on Artificial Intelligence and Evolutionary Algorithms

Minglu Zhao

Minglu Zhao

School of Life Sciences, Tianjin UniversityTianjin, China
Search for this author on
Sciendo|Google Scholar
Zhao, Minglu
  
Mar 17, 2025
Ancestral Genome Reconstruction Analysis Based on Artificial Intelligence and Evolutionary Algorithms's Cover Image
About this article
Previous Article
Next Article
Cite
Download Cover
Published Online: Mar 17, 2025
Received: Nov 01, 2024
Accepted: Feb 19, 2025
DOI: https://doi.org/10.2478/amns-2025-0833
Keywords
© 2025 Minglu Zhao, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.

Figure 1.

RBM structure.
RBM structure.

Figure 2.

IWOA-DBN structure.
IWOA-DBN structure.

Figure 3.

Training analysis.
Training analysis.

Figure 4.

Comparison with different methods.
Comparison with different methods.

Figure 5.

Comparison of convergence factor.
Comparison of convergence factor.

Genomic reconstruction evaluation indicators_

Index Meaning
A Structural Accuracy
B Comparison Accuracy
C Mutation Recovery Rate
D Fragment Integrity
E Functional Completeness
F Mutability
G Retention Rate
H Sequence Consistency
Language:
English
Publication timeframe:
1 times per year
Journal Subjects:
Life Sciences, Life Sciences, other, Mathematics, Applied Mathematics, General Mathematics, Physics, Physics, other
Journal RSS Feed