Description: Optimization Techniques and Applications With Examples, Hardcover by Yang, Xin-She, ISBN 1119490545, ISBN-13 9781119490548, Like New Used, Free shipping in the US A guide to modern optimization applications and techniques in newly emerging areas spanning optimization, data science, machine intelligence, engineering, and computer sciences Optimization Techniques and Applications with Examples introduces the fundamentals of all the commonly used techniques in optimization that encompass the broadness and diversity of the methods (traditional and new) and algorithms. The author—a noted expert in the field—covers a wide range of topics including mathematical foundations, optimization formulation, optimality conditions, algorithmic complexity, linear programming, convex optimization, and integer programming. In addition, th discusses artificial neural network, clustering and classifications, constraint-handling, queueing theory, support vector machine and multi-objective optimization, evolutionary computation, nature-inspired algorithms and many other topics. Designed as a practical resource, all topics are explained in detail with step-by-step examples to show how each method works. Th’s exercises test the acquired knowledge that can be potentially applied to real problem solving. By taking an informal approach to the subject, the author helps readers to rapidly acquire the basic knowledge in optimization, operational research, and applied data mining. This important resource: Offers an accessible and state-of-the-art introduction to the main optimization techniques Contains both traditional optimization techniques and the most current algorithms and swarm intelligence-based techniques Presents a balance of theory, algorithms, and implementation Includes more than 100 worked examples with step-by-step explanations Written for upper undergraduates and graduates in a standard course on optimization, operations research and data mining, Optimization Techniques and Applications with Examples is a highly accessible guide to understanding the fundamentals of all the commonly used techniques in optimization.
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Book Title: Optimization Techniques and Applications With Examples
Number of Pages: 384 Pages
Language: English
Publication Name: Optimization Techniques and Applications with Examples
Publisher: Wiley & Sons, Incorporated, John
Item Height: 1 in
Publication Year: 2018
Subject: Optimization
Item Weight: 26.5 Oz
Type: Textbook
Item Length: 9.1 in
Subject Area: Mathematics
Author: Xin-She Yang
Item Width: 6 in
Format: Hardcover
