Detail of benchmark functions comparison.

Detail of benchmark functions comparison.

<div><p>This particular study presents two novel parent-centric real-coded crossover operators, named mixture-based Gumbel crossover (MGGX) and mixture-based Rayleigh crossover (MRRX), to increase the efficiency of genetic algorithms (GAs) in tackling complex optimization problems. Conve...

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Bibliographic Details
Main Author: Jalal- ud-Din (21474307) (author)
Other Authors: Ehtasham-ul- Haq (21474310) (author), Mohammed M. A. Almazah (20454979) (author), Mhassen E. E. Dalam (21474313) (author), Ishfaq Ahmad (4245517) (author)
Published: 2025
Subjects:
Biophysics
Molecular Biology
Biotechnology
Evolutionary Biology
Mental Health
Space Science
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
extremely restricted situations
different complexity levels
criteria topsis method
coded crossover operators
based rayleigh crossover
based gumbel crossover
proposed crossover operator
constrained benchmark functions
topsis </ p
mixture distribution models
coded genetic algorithms
genetic algorithms
testing constrained
proposed parent
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quade test
pi ),
performance index
named mixture
mrrx ),
ideal balance
empirical results
comparative analysis
36 cases
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