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Dynamic programming foundations and principles / Moshe Sniedovich

By: Material type: TextTextSeries: Publication details: Boca Raton, FL : Chapman & Hall/CRC Press, c2011Edition: 2nd edDescription: xiii, 604 p. : il. ; 25 cmISBN:
  • 0824740998
  • 9780824740993
Subject(s): LOC classification:
  • T 57 .83 S65 2011
Contents:
Introduction -- Science -- Fundamentals -- Multistage decision model -- Dynamic programming : an outline -- Solution methods -- Successive approximation methods -- Optimal policies -- The curse of dimensionality -- The rest is mathematics and experience -- Art -- Refinements -- The state -- Parametric schemes -- The principle of optimality -- Forward decomposition -- Push! -- Epilogue -- What then is dynamic programming -- Appendices -- Contraction mapping -- Fractional programming -- Composite concave programming -- The principle of optimality in stochastic processes -- The corridor method
Summary: "Incorporating a number of the author's recent ideas and examples, Dynamic Programming: Foundations and Principles, Second Edition presents a comprehensive and rigorous treatment of dynamic programming. The author emphasizes the crucial role that modeling plays in understanding this area. He also shows how Dijkstra's algorithm is an excellent example of a dynamic programming algorithm, despite the impression given by the computer science literature."--Sitio Web Amazon
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Holdings
Item type Current library Home library Collection Call number Copy number Status Notes Date due Barcode Item holds
Libros para consulta en sala Libros para consulta en sala Biblioteca Antonio Enriquez Savignac Biblioteca Antonio Enriquez Savignac COLECCIÓN RESERVA T 57 .83 S65 2011 (Browse shelf(Opens below)) 1 No para préstamo Ing. Telematica 030347
Libros Libros Biblioteca Antonio Enriquez Savignac Biblioteca Antonio Enriquez Savignac Colección General T 57 .83 S65 2011 (Browse shelf(Opens below)) 2 Available Ing. Telematica 030348
Total holds: 0

Incluye bibliografía: p. 549-594 e índice

Introduction -- Science -- Fundamentals -- Multistage decision model -- Dynamic programming : an outline -- Solution methods -- Successive approximation methods -- Optimal policies -- The curse of dimensionality -- The rest is mathematics and experience -- Art -- Refinements -- The state -- Parametric schemes -- The principle of optimality -- Forward decomposition -- Push! -- Epilogue -- What then is dynamic programming -- Appendices -- Contraction mapping -- Fractional programming -- Composite concave programming -- The principle of optimality in stochastic processes -- The corridor method

"Incorporating a number of the author's recent ideas and examples, Dynamic Programming: Foundations and Principles, Second Edition presents a comprehensive and rigorous treatment of dynamic programming. The author emphasizes the crucial role that modeling plays in understanding this area. He also shows how Dijkstra's algorithm is an excellent example of a dynamic programming algorithm, despite the impression given by the computer science literature."--Sitio Web Amazon

Fondos PIFI Compra 120912 0.00

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