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Efficient parallel solution of large-scale nonlinear dynamic optimization problems

✍ Scribed by Word, Daniel P.; Kang, Jia; Akesson, Johan; Laird, Carl D.

Book ID
125357937
Publisher
Springer US
Year
2014
Tongue
English
Weight
581 KB
Volume
59
Category
Article
ISSN
0926-6003

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In this paper we consider large scale nonlinear least squares problems whose objective functions are very expensive to evaluate, and whose Jacobian matrices are generally ill-conditioned and have an almost block diagonal structure. We prove the convergence of an asynchronous iteration to solve this