000 02611 a2200289 4500
003 OSt
005 20250113145621.0
008 250108b xxu||||| |||| 00| 0 eng d
020 _a9783030772284
040 _cIIT Kanpur
041 _aeng
082 _a515.353
_bM319o
100 _aManzoni, Andrea
245 _aOptimal control of partial differential equations
_banalysis, approximation, and applications
_cAndrea Manzoni, Alfio Quarteroni and Sandro Salsa
260 _bSpringer
_c2021
_aSwitzerland
300 _axvii, 498p
440 _aApplied mathematical sciences
490 _a / edited by Anthony Bloch ... [et al.]
_vv. 207
520 _aThis is a book on optimal control problems (OCPs) for partial differential equations (PDEs) that evolved from a series of courses taught by the authors in the last few years at Politecnico di Milano, both at the undergraduate and graduate levels. The book covers the whole range spanning from the setup and the rigorous theoretical analysis of OCPs, the derivation of the system of optimality conditions, the proposition of suitable numerical methods, their formulation, their analysis, including their application to a broad set of problems of practical relevance. The first introductory chapter addresses a handful of representative OCPs and presents an overview of the associated mathematical issues. The rest of the book is organized into three parts: part I provides preliminary concepts of OCPs for algebraic and dynamical systems; part II addresses OCPs involving linear PDEs (mostly elliptic and parabolic type) and quadratic cost functions; part III deals with more general classes ofOCPs that stand behind the advanced applications mentioned above. Starting from simple problems that allow a “hands-on” treatment, the reader is progressively led to a general framework suitable to face a broader class of problems. Moreover, the inclusion of many pseudocodes allows the reader to easily implement the algorithms illustrated throughout the text. The three parts of the book are suitable to readers with variable mathematical backgrounds, from advanced undergraduate to Ph.D. levels and beyond. We believe that applied mathematicians, computational scientists, and engineers may find this book useful for a constructive approach toward the solution of OCPs in the context of complex applications.
650 _aCalculus of variations
650 _aControl theory
650 _aDifferential equations, partial
650 _aMathematical optimization
700 _aQuarteroni, Alfio
700 _aSalsa, Sandro
942 _cBK
999 _c567323
_d567323