Contents

Chapters in this book

1. Frontmatter I
2. Contents V
3. List of contributing authors VII
4. Chapter 1 Optimization and its importance for chemical engineers: challenges, opportunities, and innovations 1
5. Chapter 2 Deterministic optimization of distillation processes 25
6. Chapter 3 Optimal design of process energy systems integrating sustainable considerations 79
7. Chapter 4 Metaheuristics for the optimization of chemical processes 113
8. Chapter 5 Surrogate-based optimization techniques for process systems engineering 159
9. Chapter 6 Data-driven techniques for optimal and sustainable process integration of chemical and manufacturing systems 215
10. Chapter 7 Applications of Bayesian optimization in chemical engineering 255
11. Chapter 8 Sensitivity assessment of multi-criteria decision-making methods in chemical engineering optimization applications 283
12. Chapter 9 Hybrid optimization methodologies for the design of chemical processes 305
13. Chapter 10 Optimization under uncertainty in process systems engineering 343
14. Chapter 11 Optimal control of batch processes in the continuous time domain 379
15. Chapter 12 Supply chain optimization for chemical and biochemical processes 401
16. Chapter 13 Future insights for optimization in chemical engineering 425
17. Index 445