JOURNAL ARTICLE

Hierarchical multilevel optimization for reliability target allocation in probabilistic design of decomposed systems

Michael Kokkolaras

Year: 2007 Journal:   PAMM Vol: 7 (1)Pages: 2060079-2060080   Publisher: Wiley

Abstract

Abstract Analytical target cascading (ATC) is a methodology for translating system‐level design targets to subsystem and component design specifications in hierarchically decomposed optimal system design problems. In previous work we extended the ATC formulation to account for uncertainties, where the bounds of the probabilistic design constraints were chosen arbitrarily and held fixed during the ATC process. In this work, we extend the probabilistic ATC formulation to include reliability targets in the vector of cascaded quantities. In this manner, we quantify the optimality‐reliability tradeoffs for each element of the decomposed system and compute the probabilistic constraint bounds required to satisfy the overall system reliability target. (© 2008 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim)

Keywords:
Probabilistic logic Reliability (semiconductor) Constraint (computer-aided design) Component (thermodynamics) Reliability engineering Probabilistic design Computer science Mathematical optimization Process (computing) Engineering design process Engineering Mathematics Artificial intelligence Power (physics)

Metrics

0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
9
Refs
0.13
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Reliability and Maintenance Optimization
Physical Sciences →  Engineering →  Safety, Risk, Reliability and Quality
Probabilistic and Robust Engineering Design
Social Sciences →  Decision Sciences →  Statistics, Probability and Uncertainty
Software Reliability and Analysis Research
Physical Sciences →  Computer Science →  Software

Related Documents

JOURNAL ARTICLE

Reliability Allocation in Probabilistic Design Optimization of Decomposed Systems Using Analytical Target Cascading

Michael Kokkolaras

Journal:   12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference Year: 2008
JOURNAL ARTICLE

Sequential probabilistic analytical target cascading method for hierarchical multilevel optimization under uncertainty

Qi OuyangXiaoqian ChenWen Yao

Journal:   Structural and Multidisciplinary Optimization Year: 2013 Vol: 49 (2)Pages: 267-280
JOURNAL ARTICLE

Optimal reliability design of multilevel systems using hierarchical genetic algorithms

Ranjan Kumar

Journal:   Kyoto University Research Information Repository (Kyoto University) Year: 2009
© 2026 ScienceGate Book Chapters — All rights reserved.