Preface |
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1 | (10) |
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1 | (5) |
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1.2 Generic existence of solutions of minimization problems |
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6 | (4) |
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10 | (1) |
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2 Exact Penalty in Constrained Optimization |
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11 | (70) |
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2.1 Problems with a locally Lipschitzian constraint function |
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11 | (4) |
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2.2 Proofs of Theorems 2.1-2.4 |
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15 | (5) |
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2.3 An optimization problem in a finite-dimensional space |
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20 | (4) |
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2.4 Inequality-constrained problems with convex constraint functions |
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24 | (4) |
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2.5 Proof of Propositions 2.15, 2.17 and 2.18 |
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28 | (4) |
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2.6 Proof of Theorem 2.11 |
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32 | (4) |
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2.7 Optimization problems with mixed nonsmooth nonconvex constraints |
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36 | (7) |
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2.8 Proof of Theorem 2.22 |
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43 | (5) |
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2.9 Optimization problems with smooth constraint and objective functions |
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48 | (4) |
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2.10 Proofs of Theorems 2.26 and 2.27 |
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52 | (7) |
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2.11 Optimization problems in metric spaces |
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59 | (5) |
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2.12 Proof of Theorem 2.35 |
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64 | (7) |
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2.13 An extension of Theorem 2.35 |
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71 | (2) |
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2.14 Exact penalty property and Mordukhovich basic subdifferential |
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73 | (3) |
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2.15 Proofs of Theorems 2.40 and 2.41 |
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76 | (3) |
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79 | (2) |
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3 Stability of the Exact Penalty |
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81 | (40) |
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3.1 Minimization problems with one constraint |
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81 | (5) |
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86 | (2) |
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3.3 Proof of Theorems 3.4 and 3.5 |
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88 | (5) |
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3.4 Problems with convex constraint functions |
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93 | (5) |
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3.5 Proof of Theorem 3.12 |
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98 | (4) |
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3.6 An extension of Theorem 3.12 for problems with one constraint function |
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102 | (2) |
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3.7 Proof of Theorem 3.14 |
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104 | (3) |
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3.8 Nonconvex inequality-constrained minimization problems |
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107 | (5) |
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3.9 Proof of Theorem 3.16 |
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112 | (8) |
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120 | (1) |
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4 Generic Well-Posedness of Minimization Problems |
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121 | (60) |
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4.1 A generic variational principle |
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121 | (2) |
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4.2 Two classes of minimization problems |
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123 | (1) |
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4.3 The generic existence result for problem (P1) |
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124 | (3) |
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4.4 The weak topology on the space M |
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127 | (4) |
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4.5 Proofs of Theorems 4.4 and 4.5 |
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131 | (2) |
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4.6 An extension of Theorem 4.4 |
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133 | (2) |
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4.7 The generic existence result for problem (P2) |
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135 | (3) |
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4.8 Proof of Theorem 4.19 |
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138 | (3) |
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4.9 A generic existence result in optimization |
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141 | (1) |
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4.10 A basic lemma for Theorem 4.23 |
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142 | (4) |
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146 | (1) |
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4.12 Proof of Theorem 4.23 |
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147 | (1) |
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4.13 Generic existence of solutions for problems with constraints |
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148 | (1) |
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4.14 An auxiliary variational principle |
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148 | (5) |
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4.15 The generic existence result for problem (P3) |
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153 | (1) |
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4.16 Proof of Theorem 4.31 |
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154 | (3) |
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4.17 The generic existence result for problem (P4) |
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157 | (2) |
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4.18 Proof of Theorem 4.33 |
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159 | (2) |
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4.19 Well-posedness of a class of minimization problems |
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161 | (3) |
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4.20 Auxiliary results for Theorems 4.36 and 4.37 |
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164 | (2) |
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4.21 Auxiliary results for Theorem 4.38 |
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166 | (2) |
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4.22 Proofs of Theorems 4.36 and 4.37 |
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168 | (2) |
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4.23 Proof of Theorem 4.38 |
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170 | (2) |
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4.24 Generic well-posedness for a class of equilibrium problems |
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172 | (2) |
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4.25 An auxiliary density result |
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174 | (2) |
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4.26 A perturbation lemma |
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176 | (2) |
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4.27 Proof of Theorem 4.48 |
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178 | (2) |
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180 | (1) |
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5 Well-Posedness and Porosity |
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181 | (44) |
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5.1 σ-porous sets in a metric space |
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181 | (2) |
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5.2 Well-posedness of optimization problems |
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183 | (3) |
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5.3 A variational principle |
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186 | (4) |
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5.4 Well-posedness and porosity for classes of minimization problems |
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190 | (2) |
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5.5 Well-posedness and porosity in convex optimization |
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192 | (2) |
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5.6 Proof of Theorem 5.10 |
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194 | (6) |
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5.7 A porosity result in convex minimization |
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200 | (1) |
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5.8 Auxiliary results for Theorem 5.12 |
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201 | (2) |
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5.9 Proof of Theorem 5.12 |
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203 | (2) |
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5.10 A porosity result for variational problems arising in crystallography |
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205 | (2) |
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5.11 The set M\ Mr is porous |
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207 | (1) |
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208 | (2) |
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5.13 Proof of Theorem 5.20 |
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210 | (6) |
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5.14 Porosity results for a class of equlibrium problems |
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216 | (1) |
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5.15 The first porosity result |
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217 | (2) |
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5.16 The second porosity result |
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219 | (2) |
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5.17 The third porosity result |
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221 | (3) |
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224 | (1) |
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6 Parametric Optimization |
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225 | (42) |
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6.1 Generic variational principle |
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225 | (2) |
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6.2 Concretization of the hypothesis (H) |
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227 | (5) |
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6.3 Two generic existence results |
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232 | (5) |
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6.4 A generic existence result in parametric optimization |
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237 | (1) |
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6.5 Parametric optimization and porosity |
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238 | (1) |
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6.6 A variational principle and porosity |
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239 | (5) |
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6.7 Concretization of the variational principle |
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244 | (4) |
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6.8 Existence results for the problem (P2) |
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248 | (7) |
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6.9 Existence results for the problem (P1) |
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255 | (2) |
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6.10 Parametric optimization problems with constraints |
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257 | (2) |
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6.11 Proof of Theorem 6.25 |
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259 | (6) |
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265 | (2) |
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7 Optimization with Increasing Objective Functions |
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267 | (44) |
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267 | (1) |
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7.2 A variational principle |
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268 | (5) |
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7.3 Spaces of increasing coercive functions |
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273 | (1) |
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274 | (3) |
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7.5 Spaces of increasing noncoercive functions |
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277 | (1) |
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7.6 Proof of Theorem 7.10 |
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278 | (2) |
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7.7 Spaces of increasing quasiconvex functions |
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280 | (1) |
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7.8 Proof of Theorem 7.14 |
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281 | (5) |
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7.9 Spaces of increasing convex functions |
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286 | (2) |
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7.10 Proof of Theorem 7.21 |
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288 | (1) |
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7.11 The generic existence result for the minimization problem (P2) |
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289 | (2) |
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7.12 Proofs of Theorems 7.29 and 7.30 |
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291 | (4) |
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7.13 Well-posedness of optimization problems with increasing cost functions |
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295 | (3) |
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7.14 Variational principles |
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298 | (5) |
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7.15 Spaces of increasing functions |
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303 | (6) |
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309 | (2) |
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8 Generic Well-Posedness of Minimization Problems with Constraints |
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311 | (38) |
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8.1 Variational principles |
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311 | (2) |
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8.2 Proof of Proposition 8.2 |
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313 | (4) |
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8.3 Minimization problems with mixed continuous constraints |
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317 | (3) |
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8.4 An auxiliary result for (A2) |
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320 | (1) |
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8.5 An auxiliary result for (A3) |
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321 | (1) |
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8.6 An auxiliary result for (A4) |
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322 | (5) |
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8.7 Proof of Theorems 8.4 and 8.5 |
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327 | (1) |
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8.8 An abstract implicit function theorem |
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328 | (1) |
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8.9 Proof of Theorem 8.10 |
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329 | (4) |
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8.10 An extension of the classical implicit function |
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333 | (3) |
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8.11 Minimization problems with mixed smooth constraints |
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336 | (2) |
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338 | (3) |
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8.13 An auxiliary result for hypothesis (A4) |
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341 | (5) |
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8.14 Proof of Theorems 8.15 and 8.16 |
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346 | (1) |
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347 | (2) |
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349 | (46) |
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9.1 Generic and density results in vector optimization |
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349 | (1) |
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9.2 Proof of Proposition 9.1 |
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350 | (2) |
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352 | (8) |
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360 | (1) |
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361 | (7) |
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9.6 Vector optimization with continuous objective functions |
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368 | (2) |
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370 | (1) |
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371 | (6) |
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377 | (4) |
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9.10 Vector optimization with semicontinuous objective functions |
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381 | (3) |
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9.11 Auxiliary results for Theorem 9.14 |
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384 | (4) |
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9.12 Proof of Theorem 9.14 |
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388 | (2) |
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390 | (4) |
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394 | (1) |
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10 Infinite Horizon Problems |
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395 | (32) |
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10.1 Minimal solutions for discrete-time control systems in metric spaces |
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395 | (2) |
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397 | (4) |
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10.3 Proof of Theorem 10.2 |
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401 | (6) |
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10.4 Properties of good sequences |
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407 | (1) |
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10.5 Convex discrete-time control systems in a Banach space |
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408 | (2) |
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410 | (3) |
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10.7 Proofs of Theorems 10.13 and 10.14 |
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413 | (7) |
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10.8 Control systems on metric spaces |
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420 | (1) |
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10.9 Proof of Proposition 10.23 |
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421 | (2) |
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10.10 An auxiliary result for Theorem 10.24 |
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423 | (1) |
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10.11 Proof of Theorem 10.24 |
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424 | (1) |
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425 | (2) |
References |
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427 | (6) |
Index |
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