J
James Campbell
Researcher at Sandia National Laboratories
Publications - 2
Citations - 402
James Campbell is an academic researcher from Sandia National Laboratories. The author has contributed to research in topics: Reliability (statistics) & Genetic algorithm. The author has an hindex of 2, co-authored 2 publications receiving 397 citations.
Papers
More filters
Journal ArticleDOI
Genetic algorithms in optimization of system reliability
Laura Painton,James Campbell +1 more
TL;DR: In this article, the authors present an optimization model that identifies the types of component improvements and the level of effort spent on those improvements to maximize one or more performance measures subject to constraints (e.g., cost) in the presence of uncertainty about the component failure rates.
Proceedings ArticleDOI
Optimization of reliability allocation strategies through use of genetic algorithms
James Campbell,Laura Painton +1 more
TL;DR: In this article, a genetic algorithm is applied to the design of a cluster tool, a highly complex piece of equipment used in semiconductor manufacturing, and a time history of the optimization is presented, along with histograms or the solution space fitness, MTBF, and cost.