Nature-Inspired Computing Paradigms in Systems : Reliability, Availability, Maintainability, Safety and Cost (RAMS+C) and Prognostics and Health Management (PHM) (Intelligent Data-centric Systems)

Mellal, Mohamed Arezki (EDT)/ Pecht, Michael G. (EDT)

Academic Press Inc（2021/06発売）

Academic Press Inc（2021/06発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 144 p.
• 言語 ENG
• 商品コード 9780128237496
• DDC分類 006.3

Full Description

Nature-Inspired Computing Paradigms in Systems: Reliability, Availability, Maintainability, Safety and Cost (RAMS+C) and Prognostics and Health Management (PHM) covers several areas that include bioinspired techniques and optimization approaches for system dependability.

The book addresses the issue of integration and interaction of the bioinspired techniques in system dependability computing so that intelligent decisions, design, and architectures can be supported. It brings together these emerging areas under the umbrella of bio- and nature-inspired computational intelligence.

The primary audience of this book includes experts and developers who want to deepen their understanding of bioinspired computing in basic theory, algorithms, and applications. The book is also intended to be used as a textbook for masters and doctoral students who want to enhance their knowledge and understanding of the role of bioinspired techniques in system dependability.

Contents

Optimization
1. RAMS+C (reliability, availability, maintainability, safety and cost)
2. Optimal design
3. Diagnostic
4. Resilience and vulnerability
5. Prognostics and Health Management (PHM)
6. Risk assessment and mitigation
7. Faults
8. Obsolescence
9. Lifetime and lifecycle prediction

Methods of interest include, but are not limited to
10. Genetic algorithms
11. Particle swarm optimization
12. Differential evolution
13. Cuckoo algorithms
14. Artificial bee colony
15. Ant colony optimization
16. Artificial neural networks
17. Brain
18. Inspired computing
19. Hybrid techniques