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Machine Learning and Metaheuristics: Methods and Analysis

Machine Learning and Metaheuristics: Methods and Analysis - Hardback

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Product Details
Author:
Uma N. Dulhare
Publisher:
Springer
Publication Date:
Nov 02, 2023
Number of pages:
295 pages
Binding:
Hardback or Cased Book
ISBN-10:
9819966442
ISBN-13:
9789819966448

Overview

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.


  • | Author: Uma N. Dulhare
  • | Publisher: Springer
  • | Publication Date: Nov 02, 2023
  • | Number of Pages: 295 pages
  • | Binding: Hardback or Cased Book
  • | ISBN-10: 9819966442
  • | ISBN-13: 9789819966448

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