Stable Mutations for Evolutionary Algorithms

• Main Author: Obuchowicz, Andrzej (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Studies in Computational Intelligence, 797
• Subjects: Computational intelligence.; Artificial intelligence.; Computational Intelligence.; Artificial Intelligence.

This book presents a set of theoretical and experimental results that describe the features of the wide family of α-stable distributions (the normal distribution also belongs to this class) and their various applications in the mutation operator of evolutionary algorithms based on real-number repres...

Table of Contents:

• Chapter 1. Introduction
• Chapter 2. Foundations of evolutionary algorithms
• Chapter 3. Stable distributions
• Chapter 4. Non-isotropic stable mutation etc.