Stochastic Programming Methods and Technical Applications
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Optimization problems arising in practice usually contain several random parameters. Hence, in order to obtain optimal solutions being robust with respect to random parameter variations, the mostly available statistical information about the random parameters should be considered already at the planning phase. The original problem with random parameters must be replaced by an appropriate deterministic substitute problem, and efficient numerical solution or approximation techniques have to be developed for those problems. This proceedings volume contains a selection of papers on modelling…mehr

Produktbeschreibung
Optimization problems arising in practice usually contain several random parameters. Hence, in order to obtain optimal solutions being robust with respect to random parameter variations, the mostly available statistical information about the random parameters should be considered already at the planning phase. The original problem with random parameters must be replaced by an appropriate deterministic substitute problem, and efficient numerical solution or approximation techniques have to be developed for those problems. This proceedings volume contains a selection of papers on modelling techniques, approximation methods, numerical solution procedures for stochastic optimization problems and applications to the reliability-based optimization of concrete technical or economic systems.
  • Produktdetails
  • Lecture Notes in Economics and Mathematical Systems Vol.458
  • Verlag: Springer, Berlin
  • 1998.
  • Seitenzahl: 448
  • Erscheinungstermin: 18. März 1998
  • Englisch
  • Abmessung: 235mm x 155mm x 24mm
  • Gewicht: 582g
  • ISBN-13: 9783540639244
  • ISBN-10: 3540639241
  • Artikelnr.: 07638716
Autorenporträt
Dr. Kurt Marti ist Professor für Mathematik und Rechneranwendung an der Universität der Bundeswehr in München. Er ist Vorsitzender der IFIP-Arbeitsgruppe zur Stochastischen Optimierung und war Vorsitzender der GAMM-Special-Interest-Group Applied Stochastics and Optimization . Professor Marti ist Verfasser mehrerer deutsch- und englischsprachiger Fachbücher zur angewandten Mathematik und zur Optimierung und hat mehr als 160 Beiträge in wissenschaftlichen Zeitschriften veröffentlicht.
Inhaltsangabe
Tutorial Papers: P. Kall: Bounds for and Approximation to Stochastic Linear Programs with Recourse - Tutorial.- D. Dentcheva, W. Römisch: Optimal Power Generation under Uncertainty via Stochastic Programming.- G. Prokop, F. Pfeiffer: Position and Controller Optimization for Robotic Parts Mating.- M. Gasser, G.I. Schuëller: Some Basic Principles of Reliability-Based Optimization(RBO) of Structures and Mechanical Compontents.- Theoretical Models and Conceptual Methods: V.I. Arkin: Stochastic Optimization Approach to Dynamic Problems with Jump Changing Structure.- J. Dupacová: Reflections on Robust Optimization.- Y. Ermoliev, V. Norkin: On Constrained Discontinuous Optimization.- Yu.S. Kan, A.A. Mistryukov: On the Equivalence in Stochastic Programming with Probability and Quantile Objectives.- V. Kanková: A Note on Multifunctions in Stochastic Programming.- R. Lepp: Approximation to Extremum Problems with Probability Cost Functionals.- V. Norkin: Global Optimization of Probabilities