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Complementarity Modeling in Energy Markets

Complementarity Modeling in Energy Markets
Kataloginformation
Feldname Details
Vorliegende Sprache eng
Hinweise auf parallele Ausgaben 319296121 Buchausg. u.d.T.: ‡Complementarity modeling in energy markets
ISBN 978-1-4419-6122-8
Name Gabriel, Steven A.
Conejo, Antonio J.
ANZEIGE DER KETTE Conejo, Antonio J.
Name Fuller, J. David
Hobbs, Benjamin F.
Ruiz, Carlos
T I T E L Complementarity Modeling in Energy Markets
Verlagsort New York, NY
Verlag Springer
Erscheinungsjahr 2013
2013
Umfang Online-Ressource (XXVI, 629 p. 41 illus, digital)
Reihe International Series in Operations Research & Management Science ; 180
Notiz / Fußnoten Description based upon print version of record
Weiterer Inhalt ""Complementarity Modelingin Energy Markets""; ""Foreword""; ""Motivation for the Book""; ""What the Book Covers""; ""Conclusions and Possible Future Research Directions""; ""Contents""; ""Chapter 1 Introduction and Motivation""; ""1.1 Introduction""; ""1.2 Complementarity Models: Motivation and Description""; ""1.2.1 Illustrative Example. Three-Variable MCP""; ""1.2.2 Illustrative Example. Nonlinear Program Expressed as an MCP""; ""1.2.3 Illustrative Example. PIES Model""; ""1.2.4 Illustrative Example. Nash-Cournot Duopoly in Energy Production, Two Simultaneous Optimization Problems"". ""1.2.5 Illustrative Example. Generalized Nash Equilibria, Energy Production Duopoly""""1.2.6 Illustrative Example. Nash-Cournot Duopoly Expressed as a Variational Inequality""; ""1.2.7 Illustrative Example. Energy Network with Multiple Players""; ""1.2.8 Illustrative Example. MPEC""; ""1.3 Summary""; ""1.4 Appendix: Computational Issues for Selected Problems""; ""1.4.1 Illustrative Example 1.2.1""; ""1.4.2 Illustrative Example 1.2.4""; ""1.4.3 Illustrative Example 1.2.5""; ""1.4.4 Illustrative Example 1.2.7""; ""References""; ""Chapter 2 Optimality and Complementarity""; ""2.1 Introduction"". ""2.2 Optimization Problems""""2.2.1 Illustrative Example. Optimization Problem: Only Equality Constraints""; ""2.2.2 Illustrative Example. Optimization Problem: Unconstrained""; ""2.2.3 Illustrative Example. Optimization Problem: Equality and Inequality Constraints""; ""2.2.4 Linear Optimization Problems""; ""2.2.5 Illustrative Example. LP Problem: Primal-Dual Formulation""; ""2.3 Karush-Kuhn-Tucker Conditions""; ""2.3.1 Illustrative Example. KKT Conditions: Equality Constraints""; ""2.3.2 Illustrative Example. KKT Conditions: Equality and Inequality Constraints"". ""2.4 Constraint Qualifications""""2.4.1 Illustrative Example. Constraint Qualification: Regular Solution""; ""2.4.2 Illustrative Example. Constraint Qualification: Non-Regular Solution""; ""2.5 Sufficiency Conditions""; ""2.5.1 Illustrative Example. Sufficiency Conditions""; ""2.6 Mixed Linear Complementarity Problem, MLCP""; ""2.61 Illustrative Example. MLCP""; ""2.7 Equilibrium Problems, EP""; ""2.7.1 Illustrative Example. Equilibrium Conditions: No Constraints""; ""2.7.2 Illustrative Example. Equilibrium Conditions: Only Equality Constraints"". ""2.7.3 Illustrative Example. Equilibrium Conditions: Equality and Inequality Constraints""""2.7.4 Illustrative Example. Linear Equilibrium Problem""; ""2.8 Mathematical Programs with Equilibrium Constraints, MPEC""; ""2.8.1 Illustrative Example. MPEC: Only Equality Constraints""; ""2.8.2 Illustrative Example. MPEC: Both Equality and Inequality Constraints""; ""2.9 Equilibrium Problems with Equilibrium Constraints, EPEC""; ""2.9.1 Illustrative Example. EPEC: Only Equality Constraints""; ""2.9.2 Illustrative Example. EPEC: Both Equality and Inequality Constraints"". ""2.10 Non-Convexity and Non-Regularity Issues""
Titelhinweis Buchausg. u.d.T.: ‡Complementarity modeling in energy markets
ISBN ISBN 978-1-4419-6123-5
Klassifikation KJMD
KJT
BUS049000
*90-02
90C33
90C90
91A80
91B26
91B42
91B52
00A71
90C46
658.40301
332.6440113
HD30.23
QR 530
Kurzbeschreibung Introduction and Motivation -- Optimality and Complementarity -- Some Microeconomic Principles -- Equilibria and Complementarity Problems -- Variational Inequality Problems -- Optimization Problems Constrained by Optimization Problems -- Equilibrium Problems with Equilibrium Constraints -- Algorithm for LCPs, NCPs, and VIs -- Some Advanced Algorithms for VI Decomposition, MPCCs and EPECs -- Natural Gas Market Modeling -- Electricity and Environmental Markets -- Multicommodity Equilibrium Models: Accounting for Demand-Side Linkages
2. Kurzbeschreibung This addition to the ISOR series introduces complementarity models in a straightforward and approachable manner and uses them to carry out an in-depth analysis of energy markets, including formulation issues and solution techniques. In a nutshell, complementarity models generalize: a. optimization problems via their Karush-Kuhn-Tucker conditions b. non-cooperative games in which each player may be solving a separate but related optimization problem with potentially overall system constraints (e.g., market-clearing conditions) c. economic and engineering problems that aren’t specifically derived from optimization problems (e.g., spatial price equilibria) d. problems in which both primal and dual variables (prices) appear in the original formulation (e.g., The National Energy Modeling System (NEMS) or its precursor, PIES). As such, complementarity models are a very general and flexible modeling format. A natural question is why concentrate on energy markets for this complementarity approach? As it turns out, energy or other markets that have game theoretic aspects are best modeled by complementarity problems. The reason is that the traditional perfect competition approach no longer applies due to deregulation and restructuring of these markets and thus the corresponding optimization problems may no longer hold. Also, in some instances it is important in the original model formulation to involve both primal variables (e.g., production) as well as dual variables (e.g., market prices) for public and private sector energy planning. Traditional optimization problems can not directly handle this mixing of primal and dual variables but complementarity models can and this makes them all that more effective for decision-makers
1. Schlagwortkette Energiemarkt
Komplementarität <Wirtschaft>
Operations Research
Spieltheorie
Optimierung
ANZEIGE DER KETTE Energiemarkt -- Komplementarität -- Operations Research -- Spieltheorie -- Optimierung
SWB-Titel-Idn 373364067
Signatur Springer E-Book
Bemerkungen Elektronischer Volltext - Campuslizenz
Elektronische Adresse $uhttp://dx.doi.org/10.1007/978-1-4419-6123-5
Internetseite / Link Volltext
Siehe auch Volltext
Siehe auch Cover
Siehe auch Inhaltstext
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