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Güncel Sürü Zekası Optamizasyon Algoritmaları
2012
Journal:  
Nevşehir Bilim ve Teknoloji Dergisi
Author:  
Abstract:

Optimizasyon, bir problemde belirli koşullar altında mümkün olan alternatifler içinden en iyisini seçme işlemidir. Optimizasyon problemleri için birçok algoritma önerilmiştir. Sezgisel algoritmalar, büyük boyutlu optimizasyon problemleri için, kabul edilebilir sürede optimuma yakın çözümler verebilen algoritmalardır. Genel amaçlı sezgisel optimizasyon algoritmaları,  biyoloji tabanlı, fizik tabanlı, sürü tabanlı, sosyal tabanlı, müzik tabanlı ve kimya tabanlı olmak üzere altı farklı grupta değerlendirilmektedir. Sürü zekâsı tabanlı optimizasyon algoritmaları kuş, balık, kedi ve arı gibi canlı sürülerinin hareketlerinin incelenmesiyle geliştirilmiştir. Bu çalışmada, sürü zekâsı optimizasyon algoritmaları (Ateşböceği Algoritması, Ateşböceği Sürü Optimizasyonu, Karınca Koloni Optimizasyonu, Parçacık Sürü Optimizasyonu, Yapay Balık Sürüsü Algoritması, Maymun Arama Optimizasyonu, Bakteriyel Besin Arama Optimizasyon Algoritması, Kurt Koloni Algoritması) tanıtılmış ve bu optimizasyonlardan kedi sürüsü optimizasyonu ile yapay arı koloni algoritması ayrıntılı olarak incelenmiştir.

Keywords:

Intelligence Optimization Algorithms
2012
Author:  
Abstract:

Optimization is the process of choosing the best of the possible alternatives in a problem under certain conditions. Many algorithms are recommended for optimization problems. Intuitive algorithms are algorithms that can provide solutions close to optimization for large-scale optimization problems in an acceptable time. Intuitive optimization algorithms for general purposes are evaluated in six different groups: biology-based, physics-based, multi-based, social-based, music-based and chemical-based. Multiple intelligence-based optimization algorithms have been developed with the study of the movements of living breeds such as birds, fish, cats and bees. In this study, many intelligent optimization algorithms were introduced (Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, Firewall algorithm, F

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Nevşehir Bilim ve Teknoloji Dergisi

Field :   Fen Bilimleri ve Matematik; Mühendislik

Journal Type :   Ulusal

Metrics
Article : 340
Cite : 1.353
Nevşehir Bilim ve Teknoloji Dergisi