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

Nature-Inspired Computing Paradigms in Systems: Reliability, Availability, Maintainability, Safety and Cost (RAMS+C) and Prognostics and Health Management (PHM) covers several areas which include: bio-inspired techniques and optimization approaches for healthcare management. The book addresses the issue of integration and the aforementioned problems combining bio-inspired techniques in health care computing. 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 bio-inspired computing for design and deployment of bio-medical engineering applications 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 the role of Bio-inspired Techniques in Health care Management. Provides the latest reviewCovers various nature-inspired techniques applied to RAMS+C and PHM problemsIncludes techniques applied to new applications INDICE: 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

• ISBN: 978-0-12-823749-6
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 300
• Fecha Publicación: 01/07/2021
• Nº Volúmenes: 1
• Idioma: Inglés