| dc.contributor.author | Flötteröd, Gunnar | |
| dc.contributor.author | Osorio Pizano, Carolina | |
| dc.contributor.author | Zhang, Chao | |
| dc.date.accessioned | 2018-08-20T18:10:48Z | |
| dc.date.available | 2018-08-20T18:10:48Z | |
| dc.date.issued | 2015-04 | |
| dc.identifier.issn | 2352-1465 | |
| dc.identifier.uri | http://hdl.handle.net/1721.1/117423 | |
| dc.description.abstract | This work considers the calibration of stochastic microscopic traffic simulators. It formulates the calibration problem as a simulation-based optimization (SO) problem, and uses metamodel SO ideas. The main idea is to embed within the calibration algorithm an analytical problem-specific description of how the calibration parameters are related to the simulation-based objective function. Preliminary results on a toy network are presented. Ongoing work applies these ideas to the calibration of a Berlin metropolitan area network. Keywords: calibration; stochastic microscopic simulation; simulation-based optimization | en_US |
| dc.description.sponsorship | National Science Foundation (U.S.) (Grant 1334304) | en_US |
| dc.publisher | Elsevier BV | en_US |
| dc.relation.isversionof | http://dx.doi.org/10.1016/J.TRPRO.2015.03.017 | en_US |
| dc.rights | Creative Commons Attribution-NonCommercial-NoDerivs License | en_US |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | en_US |
| dc.source | Elsevier | en_US |
| dc.title | A Metamodel Simulation-based Optimization Approach for the Efficient Calibration of Stochastic Traffic Simulators | en_US |
| dc.type | Article | en_US |
| dc.identifier.citation | Osorio, Carolina et al. “A Metamodel Simulation-Based Optimization Approach for the Efficient Calibration of Stochastic Traffic Simulators.” Transportation Research Procedia 6 (2015): 213–223 © 2015 The Authors | en_US |
| dc.contributor.department | Massachusetts Institute of Technology. Department of Civil and Environmental Engineering | en_US |
| dc.contributor.mitauthor | Osorio Pizano, Carolina | |
| dc.contributor.mitauthor | Zhang, Chao | |
| dc.relation.journal | Transportation Research Procedia | en_US |
| dc.eprint.version | Final published version | en_US |
| dc.type.uri | http://purl.org/eprint/type/JournalArticle | en_US |
| eprint.status | http://purl.org/eprint/status/PeerReviewed | en_US |
| dc.date.updated | 2018-08-20T13:50:38Z | |
| dspace.orderedauthors | Osorio, Carolina; Flötteröd, Gunnar; Zhang, Chao | en_US |
| dspace.embargo.terms | N | en_US |
| dc.identifier.orcid | https://orcid.org/0000-0003-0979-6052 | |
| dc.identifier.orcid | https://orcid.org/0000-0003-1459-2791 | |
| mit.license | PUBLISHER_CC | en_US |
