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saengudomlert poompat - optimization for communications and networks

Optimization for Communications and Networks




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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

CRC Press

Pubblicazione: 07/2011
Edizione: 1° edizione





Note Editore

Thisbook provides an introduction to optimization theory and its applications. It is written for senior undergraduate students and first-year graduate students of telecommunication and related fields. Most applications pertain to communication and network problems. The book has practical examples to accompany rigorous discussion so that the reader may develop intuitive understanding on relevant concepts. The materials have been developed from course notes. By attempting to cover convex, linear, and integer optimization for a one-semester course, the author focuses on fundamental concepts and techniques rather than trying to be comprehensive. Infact, the book is written with the main intention to serve as a bridge for students with no prior background in optimization to be able to access more advanced books on the subject later on.




Sommario

PrefaceList of FiguresIntroductionComponents of Optimization ProblemsClasses of Optimization ProblemsConvex OptimizationConvex Sets and Convex FunctionsProperties of Convex OptimizationFurther Properties of Convex SetsDual ProblemsLagrange MultipliersPrimal-Dual Optimality ConditionsSensitivity AnalysisNotes on Maximization ProblemsNumerical Algorithms for Unconstrained OptimizationNumerical Algorithms for Constrained OptimizationApplication: Transmit Power AllocationApplication: Minimum Delay RoutingExercise ProblemsLinear OptimizationIllustrative ExampleProperties of Linear Optimization ProblemsSimplex AlgorithmDuality for Linear OptimizationApplication: Minimum Cost Routing 983.6 Application: Maximum Lifetime Routing in a WSNExercise ProblemsInteger Linear OptimizationIllustrative ExamplesBranch-and-BoundCutting-Plane AlgorithmDuality for Integer Linear OptimizationHeuristics for Integer Linear OptimizationApplication: RWA in a WDM NetworkApplication: Network Topology DesignExercise ProblemsAppendix A: Reviews of Related MathematicsReview of Linear AlgebraReview of AnalysisAppendix B: Solutions to Exercise ProblemsAppendix C: Octave Commands for OptimizationMinimum Cost RoutingMaximum Lifetime Routing in a WSNRWA in a WDM NetworkNetwork Topology DesignBibliography Index




Autore

Saengudomlert\, Poompat










Altre Informazioni

ISBN:

9781578087242

Condizione: Nuovo
Dimensioni: 9.25 x 6.25 in Ø 1.26 lb
Formato: Copertina rigida
Illustration Notes:64 b/w images
Pagine Arabe: 220


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