Chapter 1 Infill Criteria for Multiobjective Bayesian Optimization

Chapter 2 Many-Objective Optimization with Limited Computing Budget

Chapter 3 Multi-objective Bayesian Optimization for Engineering Simulation

Chapter 4 Automatic Configuration of Multi-objective Optimizers and Multi-objective Configuration

Chapter 5 Optimization and Visualization in Many-Objective Space Trajectory Design

Chapter 7 Towards Better Integration of Surrogate Models and Optimizers

Chapter 8 Surrogate-Assisted Evolutionary Optimization of Large Problems

Chapter 9 Overview and Comparison of Gaussian Process-Based Surrogate Models for Mixed Continuous and Discrete Variables: Application on Aerospace Design Problems

Chapter 10 Open Issues in Surrogate-Assisted Optimization

Chapter 11 A Parallel Island Model for Hypervolume-Based Many-Objective Optimization

Chapter 12 Many-Core Branch-and-Bound for GPU Accelerators and MIC Coprocessors