Practical Optimization

Walter Murray, Margaret H. Wright , Philip E. Gill

ISBN : 9781611975598
Publisher : SIAM
Publication Year : 2019
Imprint : SIAM
CD Included : No
Pages : 401
Binding : Paperback

List Price : US$ 74.00

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In the intervening years since this book was published in 1981, the field of optimization has been exceptionally lively. This fertility has involved not only progress in theory but also faster numerical algorithms and extensions into unexpected or previously unknown areas such as semidefinite programming. Despite these changes, many of the important principles and much of the intuition can be found in this Classics version of Practical Optimization. This book provides model algorithms and pseudocode, presents algorithms in a step-by-step format, and contains a wealth of techniques and strategies that are well suited for optimization in the twenty-first century and particularly in the now-flourishing fields of data science, big data, and machine learning.

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