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Introduction to Global Optimization Exploiting Space-Filling Curves Vital Source e-bog
Yaroslav D. Sergeyev, Roman G. Strongin og Daniela Lera
(2013)
Springer Nature
543,00 kr.
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Introduction to Global Optimization Exploiting Space-Filling Curves
Yaroslav D. Sergeyev, Roman G. Strongin og Daniela Lera
(2013)
Sprog: Engelsk
Springer New York
634,00 kr.
Print on demand. Leveringstid vil være ca 2-3 uger.
Detaljer om varen
- Vital Source searchable e-book (Reflowable pages)
- Udgiver: Springer Nature (August 2013)
- Forfattere: Yaroslav D. Sergeyev, Roman G. Strongin og Daniela Lera
- ISBN: 9781461480426
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 . ?
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Bookshelf online: 5 år fra købsdato.
Bookshelf appen: ubegrænset dage fra købsdato.
Udgiveren oplyser at følgende begrænsninger er gældende for dette produkt:
Print: 2 sider kan printes ad gangen
Copy: højest 2 sider i alt kan kopieres (copy/paste)
Detaljer om varen
- 1. Udgave
- Paperback: 131 sider
- Udgiver: Springer New York (August 2013)
- Forfattere: Yaroslav D. Sergeyev, Roman G. Strongin og Daniela Lera
- ISBN: 9781461480419
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 .
1. Introduction.-
2. Approximations to Peano curves.-
3. Global optimization algorithms using curves to reduce dimensionality of the problem.-
4. Ideas for acceleration.-
5. A brief conclusion.- References.
2. Approximations to Peano curves.-
3. Global optimization algorithms using curves to reduce dimensionality of the problem.-
4. Ideas for acceleration.-
5. A brief conclusion.- References.
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