Stochastic Optimization Methods (Record no. 2593)

MARC details
000 -LEADER
fixed length control field 02204cam a22003492 b4500
001 - ACCESSION NUMBER
control field 10695
003 - CONTROL NUMBER IDENTIFIER
control field CUTN
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20130507141220.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
fixed length control field m d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 080716e20080605njua es|||||||| 2|eng|d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783540794578
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 3540794573 (Trade Cloth)
Terms of availability USD 139.00 Retail Price (Publisher)
024 3# - OTHER STANDARD IDENTIFIER
Standard number or code 9783540794578
035 ## - SYSTEM CONTROL NUMBER
System control number (WaSeSS)ssj0000310398
037 ## - SOURCE OF ACQUISITION
Stock number 3540794573
Source of stock number/acquisition 00024965
040 ## - CATALOGING SOURCE
Original cataloging agency BIP US
Modifying agency WaSeSS
Transcribing agency LOC
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA402.S
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.62
Edition number 22
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Marti, Kurt
Relator term Author
Locally assigned cutter number (author) MAR
210 10 - ABBREVIATED TITLE
Abbreviated title Stochastic Optimization Methods
245 10 - TITLE STATEMENT
Title Stochastic Optimization Methods
Medium [electronic resource]
250 ## - EDITION STATEMENT
Edition statement 2nd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New York :
Name of publisher, distributor, etc Springer
Date of publication, distribution, etc June 2008
506 ## - RESTRICTIONS ON ACCESS NOTE
Terms governing access License restrictions may limit access.
520 8# - SUMMARY, ETC.
Summary, etc Annotation
Expansion of summary note Optimization problems arising in practice involve random model parameters. For the computation of robust optimal solutions, i.e., optimal solutions being insenistive with respect to random parameter variations, appropriate deterministic substitute problems are needed. Based on the probability distribution of the random data, and using decision theoretical concepts, optimization problems under stochastic uncertainty are converted into appropriate deterministic substitute problems. Due to the occurring probabilities and expectations, approximative solution techniques must be applied. Several deterministic and stochastic approximation methods are provided: Taylor expansion methods, regression and response surface methods (RSM), probability inequalities, multiple linearization of survival/failure domains, discretization methods, convex approximation/deterministic descent directions/efficient points, stochastic approximation and gradient procedures, differentiation formulas for probabilities and expectations.
521 ## - TARGET AUDIENCE NOTE
Target audience note College Audience
Source Springer
773 #0 - HOST ITEM ENTRY
Title SpringerLink ebooks - Business and Economics (2008)
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://www.columbia.edu/cgi-bin/cul/resolve?clio7877819">http://www.columbia.edu/cgi-bin/cul/resolve?clio7877819</a>
Public note Full text available from SpringerLink ebooks - Business and Economics (2008)
910 ## - USER-OPTION DATA (OCLC)
User-option data Bowker Global Books in Print record
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type General Books
Holdings
Date last seen Total Checkouts Full call number Barcode Copy number Price effective from Koha item type Lost status Source of classification or shelving scheme Damaged status Not for loan Withdrawn status Home library Current library Shelving location Date acquired
07/05/2013   519.62 10695 1 07/05/2013 General Books   Dewey Decimal Classification       CUTN Central Library CUTN Central Library Sciences 07/05/2013