A First Course in Optimization - Rilegato

Byrne, Charles

Rilegato

ISBN 10: 1482226561 ISBN 13: 9781482226560

Casa editrice: Routledge, 2014

Riassunto

Give Your Students the Proper Groundwork for Future Studies in Optimization

A First Course in Optimization is designed for a one-semester course in optimization taken by advanced undergraduate and beginning graduate students in the mathematical sciences and engineering. It teaches students the basics of continuous optimization and helps them better understand the mathematics from previous courses.

The book focuses on general problems and the underlying theory. It introduces all the necessary mathematical tools and results. The text covers the fundamental problems of constrained and unconstrained optimization as well as linear and convex programming. It also presents basic iterative solution algorithms (such as gradient methods and the Newton–Raphson algorithm and its variants) and more general iterative optimization methods.

This text builds the foundation to understand continuous optimization. It prepares students to study advanced topics found in the author’s companion book, Iterative Optimization in Inverse Problems, including sequential unconstrained iterative optimization methods.

Su questo libro

Informazioni sull'autore

Charles Byrne

Dettagli dell'edizione

• Editore: Routledge
• Data di pubblicazione: 2014
• Lingua: Inglese
• ISBN 10: 1482226561
• ISBN 13: 9781482226560
• Rilegatura: Copertina rigida
• Numero edizione: 1
• Numero di pagine: 316
• Contatto del produttore: Taylor and Francis, GPSR Taylor and Francis; gpsr@taylorandfrancis.com; ; Taylor & Francis Verlag GmbH, Kaufingerstraße 24; München; 80331; Germania