000			02453nam a22001937a 4500
999			_c26228 _d26228
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008			190412b ||||| |||| 00| 0 eng d
020			_a9781119490548
040			_cVITAP
082			_223rd _a519.6 YAN
100			_98957 _aYang, Xin-She
245			_aOptimization Techniques and Applications with Examples / _cXin-She Yang
260			_aUSA _bWiley _c2018
300			_axxxi, 350p.
500			_aIt includes index 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, the book 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. The book’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.
650		0	_98958 _aMathematical Optimization;
856			_uhttps://www.wiley.com/en-us/Optimization+Techniques+and+Applications+with+Examples-p-9781119490548
942			_2ddc _cREF