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Clever Algorithms



Download free course Clever Algorithms, pdf file on 454 pages by Jason Brownlee.
This book provides a handbook of algorithmic recipes from the fields of Metaheuristics, Biologically Inspired Computation and Computational Intelligence that have been described in a complete, consistent, and centralized manner. These standardized descriptions were carefully designed to be accessible, usable, and understandable. Most of the algorithms described in this book were originally inspired by biological and natural systems, such as the adaptive capabilities of genetic evolution and the acquired immune system, and the foraging behaviors of birds, bees, ants and bacteria. An encyclopedic algorithm reference, this book is intended for research scientists, engineers, students, and interested amateurs. Each algorithm description provides a working code example in the Ruby Programming Language.

Table of contents

  • Introduction
  • Stochastic Algorithms
  • Evolutionary Algorithms
  • Physical Algorithms
  • Probabilistic Algorithms
  • Swarm Algorithms
  • Immune Algorithms
  • Neural Algorithms
  • Advanced Topics
  • Ruby: Quick-Start Guide
Pages : 454
Size : 3.5 MB
File type : PDF
Downloads: 94
Created: 2022-02-01
License: CC BY-NC-SA
Author(s): Jason Brownlee
Clever Algorithms

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