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Sieger, Daniel: Constrained deformation for evolutionary optimization. 2017
Inhalt
Contents
1 Introduction
2 Background
2.1 Shape Deformation
2.2 Design Optimization
3 Shape Deformation Methods
3.1 Thin Shell Deformation
3.2 Free-form Deformation
3.3 Direct Manipulation FFD
3.4 Cage-based Deformation
3.5 RBF Deformation
3.6 Summary
4 Benchmarks
4.1 Introduction
4.2 Performance
4.3 Robustness
4.4 Quality
4.5 Adaptivity
4.6 Precision
4.7 Summary and Conclusion
5 Evolutionary Design Optimization
5.1 Overview
5.2 Evolution Strategies
5.3 Passenger Car Design Optimization
5.4 Conclusion
6 Unified RBF Deformation Framework
6.1 Introduction
6.2 Surface Deformation
6.3 Volume Deformation
6.4 Summary
7 Framework Evaluation
7.1 Surface Deformation Quality
7.2 Volume Deformation Quality
7.3 Comparison with FFD
7.4 Inversion-free Deformation
7.5 Performance and Scalability
7.6 Summary and Conclusion
8 Constrained Deformation
8.1 Introduction
8.2 Mesh-Based Surface Deformation
8.3 Subspace Surface Deformation
8.4 Volumetric Space Deformation
8.5 Constrained Space Deformation
8.6 Results
8.7 Summary and Conclusion
Conclusion
A The Surface Mesh Data Structure
A.1 Introduction
A.2 Related Work
A.3 Design Decisions
A.4 Implementation
A.5 Evaluation and Comparison
A.6 Summary and Conclusion
B Data Sources
List of Publications
Nomenclature
Acronyms
Bibliography
Colophon