W-SPSA in Practice: Approximation of Weight Matrices and Calibration of Traffic Simulation Models

The development and calibration of complex traffic models demands parsimonious techniques, because such models often involve hundreds of thousands of unknown parameters. The Weighted Simultaneous Perturbation Stochastic Approximation (W-SPSA) algorithm has been proven more efficient than its predece...

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Bibliographic Details
Main Authors: Antoniou, Constantinos (Author), Azevedo, Carlos Lima (Author), Lu, Lu (Author), Pereira, Francisco (Author), Ben-Akiva, Moshe E (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Civil and Environmental Engineering (Contributor)
Format: Article
Language:English
Published: Elsevier BV, 2018-07-27T17:44:48Z.
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