Richter, Andreas: Evolvability-guided Optimization of Linear Deformation Setups for Evolutionary Design Optimization. 2019
Inhalt
- 1 Introduction
- 2 Linear Deformations in Evolutionary Design Optimization
- 2.1 Evolutionary Design Optimization
- 2.2 Radial Basis Functions
- 2.3 Free-Form Deformation
- 2.4 Shell Deformations
- 2.5 Summary
- 3 The General Concept of Evolvability
- 3.1 Complex System Engineering
- 3.2 Evolvability
- 3.3 Further Targets of Evolvability
- 3.4 The conflict: Exploration vs. Exploitation
- 3.5 Summary
- 4 Definition of Evolvability Criteria for Linear Deformations
- 5 Evaluation of the Evolvability Criteria
- 6 Pareto-optimal RBF Centers
- 6.1 Multi-objective Evolutionary Optimization
- 6.2 Single-objective evolutionary Optimization
- 6.3 Heuristic Approaches
- 6.4 Gradient-based Optimization
- 6.5 Summary
- 7 Optimal Preferences for Design Optimization
- 8 Extended Analysis of Regularity and Variability
- 9 Conclusion
- Bibliography