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_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 |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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490 | 1 |
_aAnnals of mathematics studies ; _vNumber 201 |
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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 |
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650 | 6 |
_a�Equations diff�erentielles. _965353 |
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650 | 6 |
_aTh�eorie de champ moyen. _965354 |
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650 | 7 |
_aMATHEMATICS _xApplied. _2bisacsh _95811 |
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650 | 7 |
_aMATHEMATICS _xProbability & Statistics _xGeneral. _2bisacsh _95812 |
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650 | 7 |
_aMATHEMATICS _xGame Theory. _2bisacsh _965355 |
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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 |
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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 |
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