The Evolution of Complexity: Simple Simulations of Major Innovations - Couverture souple

Livre 34 sur 44: Emergence, Complexity and Computation

Bull, Larry

 
9783030407322: The Evolution of Complexity: Simple Simulations of Major Innovations

Synopsis

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.

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À propos de l?auteur

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.

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Autres éditions populaires du même titre

9783030407292: The Evolution of Complexity: Simple Simulations of Major Innovations

Edition présentée

ISBN 10 :  3030407292 ISBN 13 :  9783030407292
Editeur : Springer Nature Switzerland AG, 2020
Couverture rigide