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The mechanical efficiency of a machine is a fundamental concept that describes how effectively a machine can convert input work into output work. According to this concept, the efficiency of a machine is equal to the ratio of the output work to the input work. An ideal machine, meaning a machine that has no energy losses, has an efficiency of one. This implies that the input work and the output work are equal.
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Introduction to Inspiration: The Respiratory System in Action
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Hybrid zones are narrow regions where two closely related species interact, mate, and produce hybrids. Relative to either parent species, hybrids may possess distinct phenotypic or genetic differences that impact their survival and reproductive success. The genetic variances introduced by hybridization influence species diversity and speciation processes within the hybrid zone.
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The mathematical expression known as the wave function, ψ, contains information about each orbital and the wavelike properties of electrons in an isolated atom. When atoms are bound together in a molecule, the wave functions combine to produce new mathematical descriptions that have different shapes. This process of combining the wave functions for atomic orbitals is called hybridization and is mathematically accomplished by the linear combination of atomic orbitals. The new orbitals that...
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Un marco de optimización híbrido inspirado en la biología para la detección eficiente de malware en tiempo real

Mosleh M Abualhaj1, Hani Al-Mimi2, Mahran Al-Zyoud3

  • 1Department of Networks and Cybersecurity, Al-Ahliyya Amman University, Amman, Jordan. m.abualhaj@ammanu.edu.jo.

Scientific reports
|January 31, 2026
PubMed
Resumen
Este resumen es generado por máquina.

Este estudio presenta una optimización híbrida de Harris Hawks (HHO) y Bat Algorithm (BA) para la detección de URL maliciosas. El método HHO∪BA logra una precisión del 99,52%, mientras que HHO∩BA ofrece un rendimiento más rápido en tiempo real.

Palabras clave:
algoritmo de murciélago (BA)Selección de característicasoptimización de Harris Hawks (HHO)conjunto de datos ISCX-URL2016Aprendizaje automáticoDetección de malware

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