Bull, Larry.

The Evolution of Complexity Simple Simulations of Major Innovations / [electronic resource] : by Larry Bull. - 1st ed. 2020. - X, 88 p. 65 illus., 1 illus. in color. online resource. - Emergence, Complexity and Computation, 37 2194-7295 ; . - Emergence, Complexity and Computation, 37 .

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.

9783030407308

10.1007/978-3-030-40730-8 doi


Dynamics.
Nonlinear theories.
Evolution (Biology).
Machine learning.
System theory.
Applied Dynamical Systems.
Evolutionary Biology.
Machine Learning.
Complex Systems.

TA352-356 QC20.7.N6

515.39