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Preface | p. ix |
Acknowledgements | p. xi |
Frontiers in device engineering | p. 1 |
Introduction | p. 1 |
Example: Optimal design of atomic clusters | p. 3 |
Design in the age of quantum technology | p. 6 |
Exploring nonintuitive design space | p. 14 |
Mathematical formulation of optimal device design | p. 15 |
Local optimization using the adjoint method | p. 18 |
Global optimization | p. 21 |
Summary | p. 28 |
References | p. 29 |
Atoms-up design | p. 32 |
Manmade nanostructures | p. 32 |
Long-range tight-binding model | p. 35 |
Target functions and convergence criterion | p. 36 |
Atoms-up design of tight-binding clusters in continuous configuration space | p. 38 |
Optimal design in discrete configuration space | p. 42 |
Optimization and search algorithms | p. 45 |
Summary | p. 48 |
References | p. 49 |
Electron devices and electron transport | p. 51 |
Introduction | p. 51 |
Elastic electron transport and tunnel current | p. 57 |
Local optimal device design using elastic electron transport and tunnel current | p. 61 |
Inelastic electron transport | p. 71 |
Summary | p. 85 |
References | p. 86 |
Aperiodic dielectric design | p. 88 |
Introduction | p. 88 |
Calculation of the scattered field | p. 89 |
Optimization | p. 91 |
Results | p. 93 |
Efficient local optimization using the adjoint method | p. 103 |
Finite difference frequency domain electromagnetic solver | p. 104 |
Cost functional | p. 107 |
Gradient-based optimization using the adjoint method | p. 108 |
Results and comparison with experiment | p. 109 |
References | p. 120 |
Design at the classical-quantum boundary | p. 123 |
Introduction | p. 123 |
Non-local linear response theory | p. 124 |
Dielectric response of a diatomic molecule | p. 126 |
Dielectric response of small clusters | p. 129 |
Dielectric response of a metallic rod | p. 135 |
Response of inhomogeneous structures | p. 137 |
Optimization | p. 141 |
Summary and outlook | p. 147 |
References | p. 147 |
Robust optimization in high dimensions | p. 149 |
Introduction | p. 149 |
Unconstrained robust optimization | p. 152 |
Constrained robust optimization | p. 170 |
References | p. 186 |
Mathematical framework for optimal design | p. 189 |
Introduction | p. 189 |
Constrained local optimal design | p. 194 |
Local optimal design of an electronic device | p. 204 |
Techniques for global optimization | p. 228 |
Database of search iterations | p. 237 |
Summary | p. 244 |
References | p. 244 |
Future directions | p. 246 |
Introduction | p. 246 |
Example: System complexity in a small laser | p. 247 |
Sensitivity to atomic configuration | p. 251 |
Realtime optimal design of molecules | p. 257 |
The path to quantum engineering | p. 258 |
Summary | p. 259 |
References | p. 260 |
Global optimization algorithms | p. 262 |
Introduction | p. 262 |
Tabu search | p. 262 |
Particle swarm algorithm | p. 263 |
Simulated annealing | p. 265 |
Two-phased algorithms | p. 268 |
Clustering algorithms | p. 269 |
Global optimization based on local techniques | p. 272 |
Global smoothing | p. 273 |
Stopping rules | p. 274 |
References | p. 275 |
About the authors | p. 277 |
Index | p. 281 |
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The Used, Rental and eBook copies of this book are not guaranteed to include any supplemental materials. Typically, only the book itself is included. This is true even if the title states it includes any access cards, study guides, lab manuals, CDs, etc.