The Evolution of Complexity

Simple Simulations of Major Innovations

Larry Bull (Autor)

Buch | Hardcover

X, 88 Seiten

2020 | 1st ed. 2020
Springer International Publishing (Verlag)
978-3-030-40729-2 (ISBN)

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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.

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.

TOC available in MS.

"This book offers an excellent entry point for newcomers to research ... . the reader learns about a wide range of fascinating open questions regarding the evolution of complexity. I was truly impressed at the variety of concepts that were touched on. Ultimately, I could absolutely imagine giving this to a new student as a quick introduction to this flavor of research, and I very much enjoyed reading it myself too!" (Emily Dolson, Genetic Programming and Evolvable Machines, Vol. 23 (4), 2022)

“This book offers an excellent entry point for newcomers to research ... . the reader learns about a wide range of fascinating open questions regarding the evolution of complexity. I was truly impressed at the variety of concepts that were touched on. Ultimately, I could absolutely imagine giving this to a new student as a quick introduction to this flavor of research, and I very much enjoyed reading it myself too!” (Emily Dolson, Genetic Programming and Evolvable Machines, Vol. 23 (4), 2022)

Erscheinungsdatum	31.01.2020
Reihe/Serie	Emergence, Complexity and Computation
Zusatzinfo	X, 88 p. 65 illus., 1 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	322 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Naturwissenschaften ► Biologie ► Evolution
	Technik
Schlagworte	Baldwin effect • Complexity • Emergence of Dominance • Eusociality • Evolutionary Innovation • Evolution of Genome Length • Evolution of Mating Types • Evolution of Multicellularity • Evolution of Sex • Evolution of Sex Chromosomes • Evolution of Symbiosis • Fitness Landscape Models • Landscape Ruggedness • Model of Coevolution • NKCS Model • NK model • Symbiogenesis
ISBN-10	3-030-40729-2 / 3030407292
ISBN-13	978-3-030-40729-2 / 9783030407292
Zustand	Neuware