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Dynamical Search: Applications of Dynamical Systems in Search and Optimization (Chapman & Hall/CRC Interdisciplinary Statistics)

Luc Pronzato, Henry P. Wynn, Anatoly A Zhigljavsky




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 | #9108465 in Books |  Chapman and Hall/CRC |  1999-08-27 | Original language:English | PDF # 1 |  9.50 x6.25 x.75l,1.10 | File type: PDF | 240 pages

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||0 of 3 people found the following review helpful.| Overpriced and Overfed|By A Customer|An extremely basic manual to search and optimisation techniques. The very few useful equations tend to be error prone and over-simplified, and the bland narrative fails to develop any of the major characters.|0 of 2 people found the following review helpful.| My review|By A Customer|An excel| |"a fascinating book which links optimization algorithms with the properties of certain dynamical systems. This link allows one to better understand the optimization algorithms, and to ultimately construct more efficient versions of them" -Short Book s of the

Certain algorithms that are known to converge can be renormalized or "blown up" at each iteration so that their local behavior can be seen. This creates dynamical systems that we can study with modern tools, such as ergodic theory, chaos, special attractors, and Lyapounov exponents. Furthermore, we can translate the rates of convergence into less studied exponents known as Renyi entropies.
This all feeds back to suggest new algorithms with faster rates of convergence...

You can specify the type of files you want, for your device.Dynamical Search: Applications of Dynamical Systems in Search and Optimization (Chapman & Hall/CRC Interdisciplinary Statistics)   |  Luc Pronzato, Henry P. Wynn, Anatoly A Zhigljavsky. A good, fresh read, highly recommended.

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