: Cédric Villani
: Optimal Transport Old and New
: Springer-Verlag
: 9783540710509
: 1
: CHF 96.60
:
: Naturwissenschaft
: English
: 970
: DRM
: PC/MAC/eReader/Tablet
: PDF

At the close of the 1980s, the independent contributions of Yann Brenier, Mike Cullen and John Mather launched a revolution in the venerable field of optimal transport founded by G. Monge in the 18th century, which has made breathtaking forays into various other domains of mathematics ever since. The author presents a broad overview of this area, supplying complete and self-contained proofs of all the fundamental results of the theory of optimal transport at the appropriate level of generality. Thus, the book encompasses the broad spectrum ranging from basic theory to the most recent research results. PhD students or researchers can read the entire book without any prior knowledge of the field. A comprehensive bibliography with notes that extensively discuss the existing literature underlines the book’s value as a most welcome reference text on this subject.

Preface6
Contents11
Conventions14
Introduction20
1 Couplings and changes of variables22
2 Three examples of coupling techniques38
3 The founding fathers of optimal transport46
Part I Qualitative description of optimal transport55
4 Basic properties57
5 Cyclical monotonicity and Kantorovich duality64
6 The Wasserstein distances106
7 Displacement interpolation125
8 The Monge–Mather shortening principle175
9 Solution of the Monge problem I: Global approach216
10 Solution of the Monge problem II: Local approach225
11 The Jacobian equation283
12 Smoothness290
13 Qualitative picture342
Part II Optimal transport and Riemannian geometry361
14 Ricci curvature364
15 Otto calculus428
16 Displacement convexity I441
17 Displacement convexity II454
18 Volume control498
19 Density control and local regularity510
20 Infinitesimal displacement convexity530
21 Isoperimetric-type inequalities549
22 Concentration inequalities570
23 Gradient flows I632
24 Gradient flows II: Qualitative properties696
25 Gradient flows III: Functional inequalities721
Part III Synthetic treatment of Ricci curvature732
26 Analytic and synthetic points of view735
27 Convergence of metric-measure spaces742
28 Stability of optimal transport772
29 Weak Ricci curvature bounds I: Definition and Stability793
30 Weak Ricci curvature bounds II: Geometric and analytic properties845
Conclusions and open problems900
References910
List of short statements952
List of figures960
Index962