About the Author John H. Holland is a leading figure in the field of complexity science who pioneered genetic algorithms. He is Professor of Psychology and Professor of Electrical Engineering and Computer Science at The University of Michigan, and a member of the Board of Trustees and Science Board of the Santa Fe Institute. He is also the author of Emergence (OUP, 1999).
Features & Highlights
The importance of complexity is well-captured by Hawking's comment: "Complexity is the science of the 21st century". From the movement of flocks of birds to the Internet, environmental sustainability, and market regulation, the study and understanding of complex non-linear systems has become highly influential over the last 30 years.In this
Very Short Introduction
, one of the leading figures in the field, John Holland, introduces the key elements and conceptual framework of complexity. From complex physical systems such as fluid flow and the difficulties of predicting weather, to complex adaptive systems such as the highly diverse and interdependent ecosystems of rainforests, he combines simple, well-known examples -- Adam Smith's pin factory, Darwin's comet orchid, and Simon's 'watchmaker' -- with an account of the approaches, involving agents and urn models, taken by complexity theory.
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Customer Reviews
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Most Helpful Reviews
★★★★★
4.0
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GOOD, BUT PROMISES TOO MUCH
ThIs short introduction well explains the fundamentals of complexity theory and illustrates its usefulness in physical and some biological domains, as well as the Internet and some aspects of ecology -- where partly differential equations apply. It also admits the many unknowns, such as lack of understanding of human consciousness.
Still, from the perspective of my interests in social sciences and historic processes, with emphasis on lookahead and policy making, my conclusion (also from longer books on this subject) is that complexity theory joins the family of high-ambition endeavor which have not supplied what their developers promised. Examples include theory of games, systems theory, and chaos theory. They contribute some important ideas, such as "emergence," and a number of striking though easily misused metaphors, such as "butterfly effects". But they add to understanding of deep social issues much less than, for instance, theories of evolutionary and depth psychology.
Leaving aside minor points, such as underrating the implications of quantum theory (p. 15); and some more important ones, such as neglect of the self-generated behavior of some innovative humans which cannot be explained in terms of interaction with other agents (p. 24), my main disagreement with the book is more fundamental: it tends to promise too much.
The author seems to expect from complexity theory to become a kind of "theory of everything". Thus, he states "The study of CAS [complex adaptive systerms] is still in its earliest stages....Still the pieces that exist do suggest the possibilities of an overarching theory (p. 32). And, again, "Our search...is for a universal language `tuned' to the description of complex systems, particular CAS" (p. 76).
The few generalizations in the book do not increase my confidence in the author's expectations. Thus, the statement "the resilience of a CAD when confronted with `shocks'...generally depends upon inherited persistent characteristics" (p. 79, emphasis in original) seems to me to be both obvious and incorrect. It is obvious, because success in coping with stressors clearly depends on characteristics of actors. And it is incorrect because good coping with stressors also depends on the ability to adjust core characteristics to novel situations.
Therefore, more modesty on the maximum potentials of complexity theory would have added to the sophistication of the book, without belittling the real, though limited, potentials of complexity theory.
To conclude with a comment related to my concerns with upgrading the performance of political leaders, it is hard to envisage significant contributions from complexity theory to understanding the emerging metamorphosis of humanity and coping with it. Therefore, I cannot recommend this book as essential readings for political leaders. But their professional staff should be familiar with the main ideas of complexity theory as well as its limits, so as to apply it heuristically when appropriate.
Professor Yehezkel Dror
The Hebrew University of Jerusalem
18 people found this helpful
★★★★★
3.0
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Information Entropy
This is a decent introduction to complexity. However, I highly recommend that Holland should produce a second edition to this book in which he mentions information entropy, a concept accepted by the general complexity science community. Although information entropy was originally conceived by Shannon as applying to information systems, it is now accepted as applying to all systems.
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Three Stars
I found this a much harder read than I expected.
2 people found this helpful
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4.0
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Complexity is understandable.
Complexity is a difficulty subject to understand with any depth. This introductory book provided me with a beginner's appreciation for the concept , & some knowledge of the field. I plan to explore the area further.
2 people found this helpful
★★★★★
5.0
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I just finished reading "Overcomplicated" by Arbesman and realized how ...
I just finished reading "Overcomplicated" by Arbesman and realized how much I prefer this book for its depth and clarity.