Optimal Reliability Design: Fundamentals and Applications

by Way Kuo, V. Rajendra Prasad, Frank A. Tillman, Ching-Lai Hwang

Overview

Optimal Reliability Design is a detailed introduction to systems reliability and reliability optimization. State-of-the-art techniques for maximizing system reliability are described, focusing on component reliability enhancement and redundancy arrangement. The authors present several case studies and show how optimization techniques are applied in practice. They also pay particular attention to finding methods that give the optimal trade-off between reliability and cost. Chapters cover optimization tools such as heuristics, discrete optimization, nonlinear programming, mixed integer programming, optimal arrangement, and metaheuristic algorithms, and their computational implementation. Many numerical examples are included, as well as over 180 homework exercises.

Product Details

ISBN-13:	9780521031912
Publisher:	Cambridge University Press
Publication date:	09/28/2006
Edition description:	Reissue
Pages:	412
Product dimensions:	6.85(w) x 9.72(h) x 0.83(d)

Table of Contents

List of figures; List of tables; Preface; Acknowledgments; 1. Introduction to reliability systems; 2. Analysis and classification of reliability optimization models; 3. Redundancy allocation by heuristic methods; 4. Redundancy allocation by dynamic programming; 5. Redundancy allocation by discrete optimization methods; 6. Reliability optimization by nonlinear programming; 7. Metaheuristic algorithms for optimization in reliability systems; 8. Reliability-redundancy allocation; 9. Component assignment in reliability systems; 10. Reliability systems with multiple objectives; 11. Other methods for system-reliability optimization; 12. Burn-in optimization under limited capacity; 13. Case study on design for software reliability optimization; 14. Case study on an optimal scheduled-maintenance policy; 15. Case studies on reliability optimization; Appendices; References; Index.

Editorial Reviews

"a very wide-ranging and thorough treatise on the solution of difficult problems in reliability opitimization...The writing is clear and careful and reflects the pooled expertise of the four authors. I would recommend this book both for learning and reference." SHORT BOOK REVIEWS Publication of the International Statistical Institute

From the Publisher