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Multi-stage Stochastic Programming (MSP) has many practical applications for solving problems whose current resolution must be made while;
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mathematical equivalence of simple recourse and chance constraints in linear stochastic programming; and provides a decomposable linear programming;
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point methods for both linear and quadratic optimization as well as the inclusion of linear optimization of uncertainty i.e. stochastic;
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Stochastic programming is the study of procedures for decision making under the presence of uncertainties and risks. Stochastic;
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A computationally oriented comparison of solution algorithms for two stage and jointly chance constrained stochastic linear programming;
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This book provides an essential introduction to Stochastic Programming, especially intended for graduate students. The book begins by;
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in particular. It describes recent applications in energy problems, such as the stochastic bilevel optimization approaches used in the natural gas;
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optimization problems involving uncertain parameters and covers the theoretical foundations and recent advances in areas where stochastic models are;
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This brief broadens readers' understanding of stochastic control by highlighting recent advances in the design of optimal control for;
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of such theory in areas of interest, or associated methodology. Of related interest Stochastic Programming Peter Kall, University of Zurich;
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, moment problems, random matrices and linear stochastic systems.;
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, moment problems, random matrices and linear stochastic systems.;
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expected costs arising from the deviation between the output of a stochastic linear system and a desired stochastic target vector are minimal;
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optimization techniques used to solve problems with adaptive, dynamic, and stochastic features. Presenting modern advances in static and dynamic;
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, linear algebra, probability, stochastic processes and stochastic calculus, finance and programming.;
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This volume presents the most recent applied and methodological issues in stochastic modeling and data analysis. The contributions cover;
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Brings together leading in the most important sub-fields of stochastic programming to present a rigourous overview of basic models;
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Linear Stochastic Systems, originally published in 1988, is today as comprehensive a reference to the theory of linear discrete-time;
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. This textbook provides a first course in stochastic programming suitable for students with a basic knowledge of linear programming, elementary;
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. This textbook provides a first course in stochastic programming suitable for students with a basic knowledge of linear programming, elementary;
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stochastic methods. The list of topics specially covered in this volume includes linear and nonlinear programming, Lagrange multipliers (for;
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Theory of Linear and Integer Programming Alexander Schrijver Centrum voor Wiskunde en Informatica, Amsterdam, The Netherlands This book;
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Introduction to Stochastic Dynamic Programming is een boek van Sheldon M. Ross;
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introduction to linear and nonlinear programming that emphasizes mathematical concepts and applications. The first rigorous treatment of a wide variety;
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Developed from the author's course at the Ecole Polytechnique, Monte-Carlo Methods and Stochastic Processes: From Linear to Non-Linear;
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Developed from the author's course at the Ecole Polytechnique, Monte-Carlo Methods and Stochastic Processes: From Linear to Non-Linear;
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Research on algorithms and applications of stochastic programming, the study of procedures for decision making under uncertainty over time;
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