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The emergence of complexity

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This book considers the question how complex systems suddenly emerge during the course of evolution and why the long-winded evolution of systems and species is interspersed with short phases of fast revolutions. Based on an agent based view of complex systems, the author gives well illustrated explanations for the emergence of complexity and describes how systems become more and more complex. From ancient cultures to modern states and from the earliest primitive organisms to self-conscious human beings, the text explores the widest range of phenomena with the fewest possible principles. All Multi-Agent Systems have a natural system boundary, the agent itself. As the word „emergence“ suggests, the emergence of complexity is always possible at system boundaries, which enable the transfer of complexity between different systems. Fitness barriers set the boundaries of evolution. Revolutions in evolution are possible because evolution gets stuck from time to time when a large fitness barrier is reached. Evolution waits until massive catastrophes break these barriers or single agents are able to cross them through a tunneling process.

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The emergence of complexity, Jochen Fromm

Język
Rok wydania
2004
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(miękka)
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Tytuł
The emergence of complexity
Język
angielski
Rok wydania
2004
Oprawa
miękka
ISBN10
3899580699
ISBN13
9783899580693
Seria
Ocena
4,65 z 5
Opis
This book considers the question how complex systems suddenly emerge during the course of evolution and why the long-winded evolution of systems and species is interspersed with short phases of fast revolutions. Based on an agent based view of complex systems, the author gives well illustrated explanations for the emergence of complexity and describes how systems become more and more complex. From ancient cultures to modern states and from the earliest primitive organisms to self-conscious human beings, the text explores the widest range of phenomena with the fewest possible principles. All Multi-Agent Systems have a natural system boundary, the agent itself. As the word „emergence“ suggests, the emergence of complexity is always possible at system boundaries, which enable the transfer of complexity between different systems. Fitness barriers set the boundaries of evolution. Revolutions in evolution are possible because evolution gets stuck from time to time when a large fitness barrier is reached. Evolution waits until massive catastrophes break these barriers or single agents are able to cross them through a tunneling process.