Phase transitions--changes between different states of
organization in a complex system--have long helped to explain
physics concepts, such as why water freezes into a solid or boils
to become a gas. How might phase transitions shed light on
important problems in biological and ecological complex systems?
Exploring the origins and implications of sudden changes in nature
and society, "Phase Transitions" examines different dynamical
behaviors in a broad range of complex systems. Using a compelling
set of examples, from gene networks and ant colonies to human
language and the degradation of diverse ecosystems, the book
illustrates the power of simple models to reveal how phase
transitions occur.
Introductory chapters provide the critical concepts and the
simplest mathematical techniques required to study phase
transitions. In a series of example-driven chapters, Ricard Sole
shows how such concepts and techniques can be applied to the
analysis and prediction of complex system behavior, including the
origins of life, viral replication, epidemics, language evolution,
and the emergence and breakdown of societies.
Written at an undergraduate mathematical level, this book
provides the essential theoretical tools and foundations required
to develop basic models to explain collective phase transitions for
a wide variety of ecosystems."
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