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Updated: Jun 13, 2025

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增强的草原狗优化与差异进化用于解决工程设计问题和网络入侵检测系统.

Mohammad Alshinwan1, Osama A Khashan2, Mohammed Khader1

  • 1Faculty of Information Technology, Applied Science Private University, Amman 11931, Jordan.

Heliyon
|September 16, 2024
PubMed
概括

一个新的混合优化算法,PDO-DE,结合了草原狗优化 (PDO) 和差异进化 (DE) 进行复杂的工程和网络安全任务. 这种强大的方法在各种基准和现实应用中在速度和准确性方面表现出卓越的性能.

关键词:
差异进化算法 差异进化算法工程问题 工程问题优化问题 优化问题草原犬算法算法 草原犬算法现实世界的问题.

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What is Natural Selection?01:32

What is Natural Selection?

Natural selection is an evolutionary process in which individuals with survival-promoting traits reproduce at higher rates. These favorable traits become more common within a population or species. Naturally selected traits initially arise via random genetic mutations. In order for selection to occur, there must be variation within a population, the trait controlling the variation must be heritable, and there must be an evolutionary advantage for variation in the trait.
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