000			01880nam a2200301Ia 4500
003			OSt
005			20240129150327.0
008			231229s9999 xx 000 0 und d
020			_a9789386235374
040			_cIISER BPR
041			_aEng
082			_a519.72 _bGRI _223rd
100			_aGriva, Igor
245		0	_aLinear and non-linear optimization
250			_a2nd ed.
260			_aHyderabad: _bUniversity Press (India) Pvt. Ltd, _c2018
300			_axxii, 742p. : _bill. ; _c25cm.
520			_aThis book introduces the applications, theory, and algorithms of linear and nonlinear optimization, with an emphasis on the practical aspects of the material. Its unique modular structure provides flexibility to accommodate the varying needs of instructors, students, and practitioners with different levels of sophistication in these topics. The succinct style of this second edition is punctuated with numerous real-life examples and exercises, and the authors include accessible explanations of topics that are not often mentioned in textbooks, such as duality in nonlinear optimization, primal-dual methods for nonlinear optimization, filter methods, and applications such as support-vector machines. This book is primarily intended for use in linear and nonlinear optimization courses for advanced undergraduate and graduate students. It is also appropriate as a tutorial for researchers and practitioners who need to understand the modern algorithms of linear and nonlinear optimization to apply them to problems in science and engineering. Also includes bibliographical references and index.
650			_aMathematics
650			_aLinear Optimization
650			_aNon-linear Optimization
650			_aApplications of Optimization
700			_aNash, Stephrn G.
700			_aSofer, Ariela
942			_cBK _2ddc
947			_a1495
948			_a25
999			_c3260 _d3260