PDF Ebook Emergence: From Chaos To Order (Helix Books), by John H. Holland
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Emergence: From Chaos To Order (Helix Books), by John H. Holland
PDF Ebook Emergence: From Chaos To Order (Helix Books), by John H. Holland
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About the Author
John H. Holland holds joint appointments in the Electrical Engineering and Psychology Departments of the University of Michigan, Ann Arbor. He is known worldwide as the “father of genetic algorithms” and as one of the deans of “complexity studies” at the Santa Fe Institute. He is the author of the groundbreaking book Hidden Order: How Adaptation Builds Complexity (also from Perseus Books).
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Product details
Series: Helix Books
Paperback: 272 pages
Publisher: Basic Books (April 23, 1999)
Language: English
ISBN-10: 0738201421
ISBN-13: 978-0738201429
Product Dimensions:
5.5 x 0.7 x 8.5 inches
Shipping Weight: 14.4 ounces (View shipping rates and policies)
Average Customer Review:
4.4 out of 5 stars
11 customer reviews
Amazon Best Sellers Rank:
#395,421 in Books (See Top 100 in Books)
Having done some work with genetic algorithms, I was very excited to read a book by John Holland. I was hoping to learn more about how to create models of complex systems and how new behavior can be exhibited by computer programs that were not inherent in the programmer's intent or design.I certainly came away with knowledge of how to create models because that seemed to be the main point that Professor Holland made throughout the book. Don't get me wrong. Modeling is critically important to understanding the world we live in and the phenomena we observe in the world. I just had no idea from the title or the blurbs that modeling would be such a central theme. In a way it is reassuring since modeling is something that I am very comfortable with, and to me, relatively straight forward.The book covers such novel concepts as cell assemblies, anticipation, signaling, and indefinite memory in relatively easy to understand language. There is a fair amount of dense mathematical notation that adds a bit of depth if you are comfortable with the subject matter, but can be skipped by the casual reader. I also like the point Professor Holland made about macrolaws and microlaws - that once basic structures and patterns are in place (microlaws), emergent, higher level structures and patterns emerge (macrolaws) that can be explained without reverting back to a knowledge of the microlaws. This provides a road map to understanding more about emergent behavior as we better develop and understand the microlaws describing emergent behavior.I do think that some of the material was repetitive. Although many reviewers liked the last chapter or two, the end of the book seemed to drag on for me. It was a combination of recap (which is fine), and a philosophical discourse on innovation and creativity. The material was fine, but it seemed just tacked on at the end, and was less interesting to me than the rest of the book.I have not yet read "Hidden Order", so I cannot compare the two books. Overall, I am very glad I read the book. I learned many new concepts regarding emergent behavior, and reinforced my prior knowledge about things like neural nets, genetic algorithms, and game trees.
I WANT TO SEE THE TABLE CONTENTS OF AMAZON BOOKS!!!
Fascinating book..
Good, but pretty simple. An interesting, well-paced introductory level text.
The finest book on CAS I have read!
I just read Emergence in preperation for my oral qualifying exams for a Ph.D. in computer science and cognitive science. I disagree with many of the negative reviewers -- this book is well-worth the read. I share some frustration over this book due to the way it seems to scratch the surface. The book's strength seems to be in asking the right questions and pointing the way towards some future science of emergent behavior.The book is too short for my taste -- in many of the later chapters Holland makes thought-provoking, deep remarks, without the follow-up and commentary that they leave me hoping for. But again, his main purpose seems to be in making people think about the issues. And he provides some formalisms that might be part of some future theory -- his constrained generating procedures (CGPs) and the variable "CGP-v" recall constructs such as the Turing machine for studying computability.The strengths of the book lie in:1) Discussion of the nature of modeling in science, and computer modeling in particular. This is discussed with clarity and pragmatism.2) The beginnings of a framework in which to study emergence in multi-agent systems.3) Discussion of the importance of metaphor/analogy in the creative scientific process. I didn't expect this to appear in the book but it was very welcome, and especially appropriate due to the role played by Mitchell's and Hofstadter's "Copycat" model (of analog-making itself) as it motivates the expansion of CGPs to CGP-v's as the book progresses.Overall, I recommend this book highly to readers interested in the beginnings of this exciting new science, that really is in its infancy. I gave it 4 stars just because I felt like Holland had a lot more to say in the later chapters and left too much "as an exercise for the reader." I hope he does follow-on work that clarifies his vision for a future science of emergence!
Having just read Holland's other book "Hidden Order", I was psyched to hear that he had written another book on the science of complex adaptive systems. This book, however, was quite disappointing. While the first few chapters were interesting, the second half of the book was a loss to me. There seemed to be too many divergent themes upon which he was trying to comment. I feel like he ran out of ideas and started just writing down anything that came to mind. The last chapter provided a good summary of the ideas he tried to express concerning emergence, but the book on the whole left more questions than it answered. If you really want to learn something about emergence and related science of complexity, check out his other book "Hidden Order". It's much better and a bit easier to understand in my opinion.
John H. Holland is known to complexity theorists and computer programmers as the creator of the "Genetic Algorithm", a method of modeling evolutionary systems on PCs.Holland's book Emergence is an attempt at a mass-media audience; the book is well written and easy to understand, but the subject matter is daunting.Great stuff if you like computer modeling of systems.
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