The Evolution of Complexity

Simple Simulations of Major Innovations

By:

Larry Bull

Format:

Paperback / softback

Series:

Emergence, Complexity and Computation

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Description

This book gathers together much of the author’s work – both old and new - to explore a number of the key increases in complexity seen in the natural world, seeking to explain each of them purely in terms of the features of fitness landscapes. In a very straightforward manner, the book introduces basic concepts to help readers follow the main ideas. By using variations of the NK model and including the concept of the Baldwin effect, the author presents new abstract models that are able to explain why sources of evolutionary innovation (genomes, symbiosis, sex, chromosomes, multicellularity) have been selected for and hence how complexity has increased over time in some lineages.

Author Biography:

Larry Bull is Professor of artificial intelligence at the University of the West of England (UWE), Bristol, UK. His main research interest is evolution, the computational modelling of natural systems and its use in artificial systems. He has published widely in areas such as artificial life, evolutionary computing, and unconventional computing. Prof Bull was the Founding Editor-in-Chief for the Springer journal Evolutionary Intelligence and has edited a number of books on evolutionary reinforcement learning.

Release date Australia

January 29th, 2021

Author

Larry Bull

Series

Emergence, Complexity and Computation

Pages

Edition

1st ed. 2020

Audience

Professional & Vocational

Illustrations

1 Illustrations, color; 64 Illustrations, black and white; X, 88 p. 65 illus., 1 illus. in color.

ISBN-13

9783030407322

Product ID

34447294

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