Machine Learning and Metaheuristics: Methods and Analysis (1st ed. 2023) (Algorithms for Intelligent Systems)
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- Synopsis
- This book takes a balanced approach between theoretical understanding and real-time applications. All the topics included real-world problems which show how to explore, build, evaluate, and optimize machine learning models fusion with metaheuristic algorithms. Optimization algorithms classified into two broad categories as deterministic and probabilistic algorithms. The content of book elaborates optimization algorithms such as particle swarm optimization, ant colony optimization, whale search algorithm, and cuckoo search algorithm.
- Copyright:
- 2023
Book Details
- Book Quality:
- Publisher Quality
- ISBN-13:
- 9789819966455
- Related ISBNs:
- 9789819966448
- Publisher:
- Springer Nature Singapore
- Date of Addition:
- 12/02/23
- Copyrighted By:
- The Editor
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Computers and Internet, Technology, Mathematics and Statistics
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.
- Edited by:
- Uma N. Dulhare
- Edited by:
- Essam Halim Houssein
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- by Uma N. Dulhare
- by Essam Halim Houssein
- in Nonfiction
- in Computers and Internet
- in Technology
- in Mathematics and Statistics