Global Optimization A Stochastic Approach /

This self-contained monograph presents a new stochastic approach to global optimization problems arising in a variety of disciplines including mathematics, operations research, engineering, and economics. The volume deals with constrained and unconstrained problems and puts a special emphasis on lar...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Schäffler, Stefan (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: New York, NY : Springer New York : Imprint: Springer, 2012.
Σειρά:Springer Series in Operations Research and Financial Engineering,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
LEADER 02906nam a22004695i 4500
001 978-1-4614-3927-1
003 DE-He213
005 20151125192700.0
007 cr nn 008mamaa
008 120625s2012 xxu| s |||| 0|eng d
020 |a 9781461439271  |9 978-1-4614-3927-1 
024 7 |a 10.1007/978-1-4614-3927-1  |2 doi 
040 |d GrThAP 
050 4 |a QA402.5-402.6 
072 7 |a PBU  |2 bicssc 
072 7 |a MAT003000  |2 bisacsh 
082 0 4 |a 519.6  |2 23 
100 1 |a Schäffler, Stefan.  |e author. 
245 1 0 |a Global Optimization  |h [electronic resource] :  |b A Stochastic Approach /  |c by Stefan Schäffler. 
264 1 |a New York, NY :  |b Springer New York :  |b Imprint: Springer,  |c 2012. 
300 |a XVI, 148 p.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Springer Series in Operations Research and Financial Engineering,  |x 1431-8598 
505 0 |a Preface -- Introduction -- Preliminaries -- The Approach -- Theoretical Results -- The Algorithm -- Numerical Results -- References -- Index. 
520 |a This self-contained monograph presents a new stochastic approach to global optimization problems arising in a variety of disciplines including mathematics, operations research, engineering, and economics. The volume deals with constrained and unconstrained problems and puts a special emphasis on large scale problems. It also introduces a new unified concept for unconstrained, constrained, vector, and stochastic global optimization problems. All methods presented are illustrated by various examples. Practical numerical algorithms are given and analyzed in detail.   The topics presented include the randomized curve of steepest descent, the randomized curve of dominated points, the semi-implicit Euler method, the penalty approach, and active set strategies. The optimal decoding of block codes in digital communications is worked out as a case study and shows the potential and high practical relevance of this new approach.   Global Optimization: A Stochastic Approach is an elegant account of a refined theory, suitable for researchers and graduate students interested in global optimization and its applications. 
650 0 |a Mathematics. 
650 0 |a Mathematical optimization. 
650 0 |a Operations research. 
650 0 |a Management science. 
650 1 4 |a Mathematics. 
650 2 4 |a Optimization. 
650 2 4 |a Operations Research, Management Science. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9781461439264 
830 0 |a Springer Series in Operations Research and Financial Engineering,  |x 1431-8598 
856 4 0 |u http://dx.doi.org/10.1007/978-1-4614-3927-1  |z Full Text via HEAL-Link 
912 |a ZDB-2-SMA 
950 |a Mathematics and Statistics (Springer-11649)