Stochastic and Global Optimization
M. M. Ali, A. Törn (auth.), Gintautas Dzemyda, Vydūnas à altenis, Antanas Žilinskas (eds.)
This book is dedicated to the 70th birthday of Professor J. Mockus, whose scientific interests include theory and applications of global and discrete optimization, and stochastic programming. The papers for the book were selected because they relate to these topics and also satisfy the criterion of theoretical soundness combined with practical applicability. In addition, the methods for statistical analysis of extremal problems are covered. Although statistical approach to global and discrete optimization is emphasized, applications to optimal design and to mathematical finance are also presented. The results of some subjects (e.g., statistical models based on one-dimensional global optimization) are summarized and the prospects for new developments are justified.
Audience: Practitioners, graduate students in mathematics, statistics, computer science and engineering.
Audience: Practitioners, graduate students in mathematics, statistics, computer science and engineering.
年:
2002
出版商:
Springer US
語言:
english
頁數:
237
ISBN 10:
1402004842
ISBN 13:
9781402004841
系列:
Nonconvex Optimization and Its Applications 59
文件:
PDF, 9.76 MB
IPFS:
,
english, 2002
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