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Ancestral Genome Reconstruction Analysis Based on Artificial Intelligence and Evolutionary Algorithms

Minglu Zhao

Minglu Zhao

School of Life Sciences, Tianjin UniversityTianjin, China
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Zhao, Minglu
  
17 mar 2025
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Pubblicato online: 17 mar 2025
Ricevuto: 01 nov 2024
Accettato: 19 feb 2025
DOI: https://doi.org/10.2478/amns-2025-0833
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© 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
Lingua:
Inglese
Frequenza di pubblicazione:
1 volte all'anno
Argomenti della rivista:
Scienze biologiche, Scienze della vita, altro, Matematica, Matematica applicata, Matematica generale, Fisica, Fisica, altro
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