Stochastic Optimization Methods: Applications in Engineering and Operations Research
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2015
|
| Ausgabe: | 3rd ed. 2015 |
| Schlagworte: | |
| Online-Zugang: | TUM01 Volltext Abstract Inhaltsverzeichnis |
| Beschreibung: | XXIV, 368 p. Ill. |
| ISBN: | 9783662462140 9783662462133 |
| DOI: | 10.1007/978-3-662-46214-0 |
Internformat
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| adam_text | STOCHASTIC OPTIMIZATION METHODS
/ MARTI, KURT
: 2015
ABSTRACT / INHALTSTEXT
THIS BOOK EXAMINES OPTIMIZATION PROBLEMS THAT IN PRACTICE INVOLVE RANDOM
MODEL PARAMETERS. IT DETAILS THE COMPUTATION OF ROBUST OPTIMAL
SOLUTIONS, I.E., OPTIMAL SOLUTIONS THAT ARE INSENSITIVE WITH RESPECT TO
RANDOM PARAMETER VARIATIONS, WHERE 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 PROBABILITIES AND
EXPECTATIONS INVOLVED, THE BOOK ALSO SHOWS HOW TO APPLY APPROXIMATIVE
SOLUTION TECHNIQUES. 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, AND DIFFERENTIATION
FORMULAS FOR PROBABILITIES AND EXPECTATIONS. IN THE THIRD EDITION, THIS
BOOK FURTHER DEVELOPS STOCHASTIC OPTIMIZATION METHODS. IN PARTICULAR, IT
NOW SHOWS HOW TO APPLY STOCHASTIC OPTIMIZATION METHODS TO THE
APPROXIMATE SOLUTION OF IMPORTANT CONCRETE PROBLEMS ARISING IN
ENGINEERING, ECONOMICS AND OPERATIONS RESEARCH
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
STOCHASTIC OPTIMIZATION METHODS
/ MARTI, KURT
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
STOCHASTIC OPTIMIZATION METHODS
OPTIMAL CONTROL UNDER STOCHASTIC UNCERTAINTY
STOCHASTIC OPTIMAL OPEN-LOOP FEEDBACK CONTROL
ADAPTIVE OPTIMAL STOCHASTIC TRAJECTORY PLANNING AND CONTROL (AOSTPC)
OPTIMAL DESIGN OF REGULATORS
EXPECTED TOTAL COST MINIMUM DESIGN OF PLANE FRAMES
STOCHASTIC STRUCTURAL OPTIMIZATION WITH QUADRATIC LOSS FUNCTIONS
MAXIMUM ENTROPY TECHNIQUES
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Marti, Kurt 1943- |
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| dewey-full | 658.40301 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 658 - General management |
| dewey-raw | 658.40301 |
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| dewey-tens | 650 - Management and auxiliary services |
| discipline | Mathematik Wirtschaftswissenschaften |
| doi_str_mv | 10.1007/978-3-662-46214-0 |
| edition | 3rd ed. 2015 |
| format | Electronic eBook |
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| institution | BVB |
| isbn | 9783662462140 9783662462133 |
| language | English |
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| publishDate | 2015 |
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| spellingShingle | Marti, Kurt 1943- Stochastic Optimization Methods Applications in Engineering and Operations Research Stochastische Optimierung (DE-588)4057625-5 gnd |
| subject_GND | (DE-588)4057625-5 |
| title | Stochastic Optimization Methods Applications in Engineering and Operations Research |
| title_auth | Stochastic Optimization Methods Applications in Engineering and Operations Research |
| title_exact_search | Stochastic Optimization Methods Applications in Engineering and Operations Research |
| title_full | Stochastic Optimization Methods Applications in Engineering and Operations Research by Kurt Marti |
| title_fullStr | Stochastic Optimization Methods Applications in Engineering and Operations Research by Kurt Marti |
| title_full_unstemmed | Stochastic Optimization Methods Applications in Engineering and Operations Research by Kurt Marti |
| title_short | Stochastic Optimization Methods |
| title_sort | stochastic optimization methods applications in engineering and operations research |
| title_sub | Applications in Engineering and Operations Research |
| topic | Stochastische Optimierung (DE-588)4057625-5 gnd |
| topic_facet | Stochastische Optimierung |
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