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019 _a1107577676
020 _a9780691193717
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082 0 4 _a519.3
_223
049 _aMAIN
100 1 _aCardaliaguet, Pierre,
_eauthor.
_965350
245 1 4 _aThe master equation and the convergence problem in mean field games /
_cPierre Cardaliaguet, Fran�cois Delarue, Jean-Michel Lasry, Pierre-Louis Lions.
264 1 _aPrinceton, New Jersey :
_bPrinceton University Press,
_c2019.
264 4 _c�2019
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aAnnals of mathematics studies ;
_vNumber 201
504 _aIncludes bibliographical references and index.
588 0 _aOnline resource; title from PDF title page (EBSCO, viewed June 21, 2019).
505 0 0 _tFrontmatter --
_tContents --
_tPreface --
_t1. Introduction --
_t2. Presentation of the Main Results --
_t3. A Starter: The First-Order Master Equation --
_t4. Mean Field Game System with a Common Noise --
_t5. The Second-Order Master Equation --
_t6. Convergence of the Nash System --
_tA. Appendix --
_tReferences --
_tIndex
520 _aThis book describes the latest advances in the theory of mean field games, which are optimal control problems with a continuum of players, each of them interacting with the whole statistical distribution of a population. While originating in economics, this theory now has applications in areas as diverse as mathematical finance, crowd phenomena, epidemiology, and cybersecurity. Because mean field games concern the interactions of infinitely many players in an optimal control framework, one expects them to appear as the limit for Nash equilibria of differential games with finitely many players, as the number of players tends to infinity. This book rigorously establishes this convergence, which has been an open problem until now. The limit of the system associated with differential games with finitely many players is described by the so-called master equation, a nonlocal transport equation in the space of measures. After defining a suitable notion of differentiability in the space of measures, the authors provide a complete self-contained analysis of the master equation. Their analysis includes the case of common noise problems in which all the players are affected by a common Brownian motion. They then go on to explain how to use the master equation to prove the mean field limit. This groundbreaking book presents two important new results in mean field games that contribute to a unified theoretical framework for this exciting and fast-developing area of mathematics.
590 _aIEEE
_bIEEE Xplore Princeton University Press eBooks Library
650 0 _aGame theory.
_96996
650 0 _aDifferential equations.
_965351
650 0 _aMean field theory.
_922729
650 6 _aTh�eorie des jeux.
_965352
650 6 _a�Equations diff�erentielles.
_965353
650 6 _aTh�eorie de champ moyen.
_965354
650 7 _aMATHEMATICS
_xApplied.
_2bisacsh
_95811
650 7 _aMATHEMATICS
_xProbability & Statistics
_xGeneral.
_2bisacsh
_95812
650 7 _aMATHEMATICS
_xGame Theory.
_2bisacsh
_965355
650 7 _aDifferential equations.
_2fast
_0(OCoLC)fst00893446
_965351
650 7 _aGame theory.
_2fast
_0(OCoLC)fst00937501
_96996
650 7 _aMean field theory.
_2fast
_0(OCoLC)fst01013145
_922729
655 4 _aElectronic books.
_93294
700 1 _aDelarue, Fran�cois,
_d1976-
_eauthor.
_965356
700 1 _aLasry, J. M.,
_eauthor.
_965357
700 1 _aLions, P. L.
_q(Pierre-Louis),
_eauthor.
_965358
776 0 8 _iPrint version:
_aCardaliaguet, Pierre.
_tMaster Equation and the Convergence Problem in Mean Field Games : (ams-201).
_dPrinceton : Princeton University Press, �2019
_z9780691190709
830 0 _aAnnals of mathematics studies ;
_vno. 201.
_965359
856 4 0 _uhttps://ieeexplore.ieee.org/servlet/opac?bknumber=9452505
938 _aAskews and Holts Library Services
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938 _aProQuest Ebook Central
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