Clever Algorithms
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Clever Algorithms

by Jason Brownlee · Computer Science

New(0 reviews)
454 pages
2012
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Language
pdf

About this book

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. This book is available under a Creative Commons Attribution-NonCommercial-ShareAlike license (CC BY-NC-SA), which means that you are free to copy, distribute, and modify it, as long as you credit the original author, don't use it for commercial purposes, and share any adaptations under the same license. If you enjoyed the book and would like to support the author, you can purchase a printed copy (hardcover or paperback) from official retailers.

Key Insights

  • The power of Nature-Inspired Computation: How biological systems like genetic evolution, immune responses, and swarm intelligence provide robust blueprints for solving complex engineering problems.
  • Standardized Algorithmic Frameworks: A masterclass in technical consistency, offering a unified template for understanding diverse metaheuristics through accessible, production-ready 'recipes'.
  • Practical Implementation via Ruby: Bridging the gap between abstract computational theory and functional software through immediate, working code examples for every described algorithm.

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