A model of capacity choice under Knightian uncertainty
Sign Up to like & getrecommendations! Published in 2019 at "Economics Letters"
DOI: 10.1016/j.econlet.2018.11.024
Abstract: This paper introduces Knightian uncertainty into the standard model of capacity choice and investigates its impact on the firm’s expansion decision. First, we find Knightian uncertainty reduces both the firm value and marginal value of… read more here.
Keywords: capacity choice; knightian uncertainty; uncertainty; value ... See more keywords
Model Capacity Vulnerability in Hyper-Parameters Estimation
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2969276
Abstract: Machine learning models are vulnerable to a variety of data perturbation. Recent research mainly focuses on the vulnerability of model training and proposes various model-oriented defense methods to achieve robust machine learning. However, most of… read more here.
Keywords: model; vulnerability; model capacity; hyper parameters ... See more keywords
A Simple Model of Capacity Contention During New Product Introductions
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Semiconductor Manufacturing"
DOI: 10.1109/tsm.2020.2981412
Abstract: We consider the problem of determining an optimal release schedule for a production facility as it transitions from producing an older product to a newer one. We use simple queueing ideas to model the impact… read more here.
Keywords: simple model; capacity contention; model; product ... See more keywords