Introduction to Stochastic Search and Optimization

Introduction to Stochastic Search and Optimization
Автор
 
Год
 
Страниц
 
618
ISBN
 
9780471330523
Категория
 
Книги издательства Willey

Описание:

A unique interdisciplinary foundation for real–world problem solving Stochastic search and optimization techniques are used in a vast number of areas, including aerospace, medicine, transportation, and finance, to name but a few. Whether the goal is refining the design of a missile or aircraft, determining the effectiveness of a new drug, developing the most efficient timing strategies for traffic signals, or making investment decisions in order to increase profits, stochastic algorithms can help researchers and practitioners devise optimal solutions to countless real–world problems. Introduction to Stochastic Search and Optimization:Estimation, Simulation, and Control is a graduate–level introduction to the principles, algorithms, and practical aspects of stochastic optimization, including applications drawn from engineering, statistics, and computer science. The treatment is both rigorous and broadly accessible, distinguishing this text from much of the current literature and...

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