Optimization models
Calafiore, Giuseppe C.
creator
Ghaoui, Laurent El
Co-author
text
bibliography
enk
Cambridge
Cambridge University Press
2014
monographic
eng
xvii, 631 p.
Emphasizing practical understanding over the technicalities of specific algorithms, this elegant textbook is an accessible introduction to the field of optimization, focusing on powerful and reliable convex optimization techniques. Students and practitioners will learn how to recognize, simplify, model and solve optimization problems - and apply these principles to their own projects. A clear and self-contained introduction to linear algebra demonstrates core mathematical concepts in a way that is easy to follow, and helps students to understand their practical relevance. Requiring only a basic understanding of geometry, calculus, probability and statistics, and striking a careful balance between accessibility and rigor, it enables students to quickly understand the material, without being overwhelmed by complex mathematics. Accompanied by numerous end-of-chapter problems, an online solutions manual for instructors, and relevant examples from diverse fields including engineering, data science, economics, finance, and management, this is the perfect introduction to optimization for undergraduate and graduate students.
http://www.cambridgeindia.org/books/searchedbook/Optimization-Models/9781107050877
Mathematical optimization
Convex sets
Convex functions
Mathematical models
519.6 C2O7
9781107050877
150225