Preface |
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xv | |
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Chapter 1 On Some Variational Problems in Hilbert Spaces |
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1 | (68) |
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1 | (1) |
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1.2 A particular class of linear variational problems in Hilbert spaces |
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1 | (45) |
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1.3 On variational inequalities in Hilbert spaces. (I) Elliptic variational inequalities of the first kind |
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46 | (10) |
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1.4 On variational inequalities in Hilbert spaces. (II) Elliptic variational inequalities of the second kind |
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56 | (13) |
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Chapter 2 Iterative Methods in Hilbert Spaces |
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69 | (44) |
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2.1 Introduction. Synopsis |
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69 | (1) |
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70 | (11) |
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2.3 Conjugate gradient algorithms |
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81 | (31) |
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2.4 Further comments on iterative methods |
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112 | (1) |
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Chapter 3 Operator-Splitting and Alternating Direction Methods |
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113 | (44) |
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3.1 Introduction. Synopsis |
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113 | (1) |
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3.2 On alternating direction--type methods |
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114 | (22) |
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3.3 On Lie's and Strang's operator-splitting schemes |
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136 | (8) |
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144 | (13) |
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Chapter 4 Augmented Lagrangians and Alternating Direction Methods of Multipliers |
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157 | (46) |
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4.1 Introduction. Synopsis |
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157 | (1) |
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4.2 A historical perspective |
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158 | (7) |
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4.3 Decomposition-coordination methods by augmented Lagrangians |
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165 | (5) |
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4.4 A convex finite dimensional application: The numerical solution of the Weber problem |
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170 | (2) |
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4.5 Application to the solution of a nonconvex problem from nonlinear elasticity |
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172 | (6) |
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4.6 Application to the solution of the Dirichlet problem for the two-dimensional elliptic Monge--Ampere equation |
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178 | (10) |
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4.7 Application to the solution of a nonsmooth eigenvalue problem from visco-plasticity |
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188 | (13) |
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4.8 Further comments. References |
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201 | (2) |
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Chapter 5 Least-Squares Solution of Linear and Nonlinear Problems in Hilbert Spaces |
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203 | (34) |
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203 | (6) |
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5.2 Least-squares conjugate gradient solution of nonlinear problems in Hilbert spaces |
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209 | (15) |
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5.3 Least-squares conjugate gradient solution of linear problems in Hilbert spaces |
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224 | (12) |
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5.4 Further comments and references |
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236 | (1) |
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Chapter 6 Obstacle Problems and Bingham Flow: Application to Control |
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237 | (48) |
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6.1 Introduction. Synopsis |
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237 | (1) |
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6.2 A penalty/Newton/conjugate gradient method for the solution of obstacle problems for linear second order elliptic operators |
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238 | (8) |
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6.3 A penalty/Newton/conjugate gradient method for the simulation of Bingham flows in cylinders |
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246 | (22) |
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6.4 Application to the optimal control of distributed parameter systems modeled by parabolic variational inequalities of the obstacle type |
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268 | (14) |
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6.5 Further comments on penalty methods |
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282 | (3) |
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Chapter 7 2u = λu3 and Other Nonlinear Eigenvalue Problems |
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285 | (68) |
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7.1 Introduction. Synopsis |
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285 | (2) |
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7.2 Numerical solution of the Lane--Emden problem (7.1) |
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287 | (34) |
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7.3 On the numerical solution of the steady von Karman equations for nonlinear elastic thin plates |
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321 | (16) |
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7.4 On the numerical solution of a nonsmooth eigenvalue problem from visco-plasticity |
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337 | (6) |
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7.5 A variant of the Bratu problem: Vortex condensation in the Chern--Simons Higgs model |
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343 | (10) |
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Chapter 8 Eikonal Equations |
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353 | (26) |
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8.1 Introduction. Synopsis |
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353 | (1) |
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8.2 A calculus-of-variations approach to the solution of (8.1) |
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354 | (1) |
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8.3 An equivalent variational formulation of problem (8.9). An associated initial value problem |
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355 | (1) |
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8.4 Time discretization of problem (8.15) by operator splitting |
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356 | (2) |
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8.5 Finite element implementation |
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358 | (2) |
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8.6 On the Eikonal equation |u| = 1 |
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360 | (5) |
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8.7 Numerical experiments |
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365 | (5) |
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370 | (9) |
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Chapter 9 Fully Nonlinear Elliptic Equations |
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379 | (42) |
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9.1 Introduction. Synopsis |
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379 | (1) |
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9.2 On the least-squares solution of the Dirichlet problem for the elliptic Monge--Ampere equation in dimension 2 |
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380 | (24) |
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9.3 A least-squares/operator-splitting method for solving the Dirichlet problem for a two-dimensional elliptic Pucci equation |
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404 | (17) |
Epilogue |
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421 | (4) |
Bibliography |
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425 | (24) |
Author Index |
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449 | (6) |
Subject Index |
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455 | |