Introduction to Global Optimization Exploiting Space Filling Curves is popular PDF and ePub book, written by Yaroslav D. Sergeyev in 2013-08-13, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Introduction to Global Optimization Exploiting Space Filling Curves can be Read Online from any device for your convenience.
Introduction to Global Optimization Exploiting Space Filling Curves Book PDF Summary
Introduction to Global Optimization Exploiting Space-Filling Curves provides an overview of classical and new results pertaining to the usage of space-filling curves in global optimization. The authors look at a family of derivative-free numerical algorithms applying space-filling curves to reduce the dimensionality of the global optimization problem; along with a number of unconventional ideas, such as adaptive strategies for estimating Lipschitz constant, balancing global and local information to accelerate the search. Convergence conditions of the described algorithms are studied in depth and theoretical considerations are illustrated through numerical examples. This work also contains a code for implementing space-filling curves that can be used for constructing new global optimization algorithms. Basic ideas from this text can be applied to a number of problems including problems with multiextremal and partially defined constraints and non-redundant parallel computations can be organized. Professors, students, researchers, engineers, and other professionals in the fields of pure mathematics, nonlinear sciences studying fractals, operations research, management science, industrial and applied mathematics, computer science, engineering, economics, and the environmental sciences will find this title useful .
Detail Book of Introduction to Global Optimization Exploiting Space Filling Curves PDF
- Author : Yaroslav D. Sergeyev
- Release : 13 August 2013
- Publisher : Springer Science & Business Media
- ISBN : 9781461480426
- Genre : Mathematics
- Total Page : 135 pages
- Language : English
- PDF File Size : 17,7 Mb
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