Artikelnr.:
194804446
Yapay Zeka Optimizasyon Algoritmaları
Artikelnr.:
194804446
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Discover the powerful techniques of artificial intelligence optimization algorithms that enhance problem-solving capabilities across various engineering fields.
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- Bu kitap, yapay zeka optimizasyon algoritmaları olarak adlandırılan tabu araştırma, yapay ısıl işlem, genetik, karınca koloni, yapay bağışıklık, diferansiyel gelişim, parçacık sürü optimizasyonu ve yapay arı koloni algoritmalarını kapsamaktadır.• Tabu araştırma algoritması insanın zeki problem çözme özelliklerini taklit etmektedir.• Yapay ısıl işlem algoritması malzemelerde ısıl işlem esnasında meydana gelen olayı temel almaktadır.• Genetik algoritma doğada var olan doğal seçme ve genetik işlemler örnek alınarak geliştirilmiştir.• Karınca koloni algoritması gerçek karınca koloni davranışlarının modellenmesine dayalıdır.• Yapay bağışıklık algoritmasının geliştirilmesinde doğal bağışıklık sisteminin bazı özellikleri dikkate alınmıştır.• Diferansiyel gelişim algoritması çözüm vektörlerinin farkına dayalıdır ve özellikle nümerik optimizasyon problemleri için geliştirilmiştir.• Parçacık sürü algoritması kuş sürülerinin yiyecek aramada gösterdikleri zeki davranışı temel almaktadır.• Yapay arı koloni algoritması bal arısı kolonilerinin zengin nektarlı yiyecek kaynaklarını aramada ortaya koydukları zeki davranışları örnek almaktadır.Kitap, önce optimizasyonla ilgili temel kavramları tanıtmakta ve sonra bu sekiz optimizasyon algoritmasının temel prensiplerini vererek her birisiyle ilgili değişik mühendislik alanlarından uygulamalar sunmaktadır. Daha fazla göster
| Publishers | Nobel Academic Publishing |
| Date of publication | 2 Temmuz 2006 |
| Prints | 7. |
| Taal | Turks |
| Afdruklengte | 248 pages |
| ISBN-10 | 6051337644 |
| ISBN-13 | 978-6051337647 |
| Afmetingen | 20 x 2 x 15 cm |
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Yapay Zeka Optimizasyon Algoritmaları
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vraag:
What topics does the book cover?
antwoord: The book covers various AI optimization algorithms including tabu search, genetic algorithms, and more. -
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Who is this book intended for?
antwoord: It's intended for anyone interested in enhancing their problem-solving skills using AI techniques in engineering. -
vraag:
Are there practical applications included in the book?
antwoord: Yes, the book provides applications for each optimization algorithm across different engineering fields.
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- Covers various AI optimization algorithms including tabu search, genetic algorithms, and ant colony optimization.
- Each algorithm mimics intelligent behavior observed in nature or human problem-solving.
- Provides foundational concepts in optimization before delving into specific algorithms.
- Illustrates applications of each algorithm across different engineering disciplines.
- Ideal for anyone seeking to enhance their problem-solving skills with AI techniques.
- A comprehensive resource for understanding the principles and applications of modern optimization methods.
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