Eintrag weiter verarbeiten
Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model
Gespeichert in:
| Zeitschriftentitel: | Mathematical Problems in Engineering |
|---|---|
| Personen und Körperschaften: | , |
| In: | Mathematical Problems in Engineering, 2015, 2015, S. 1-9 |
| Format: | E-Article |
| Sprache: | Englisch |
| veröffentlicht: |
Hindawi Limited
|
| Schlagwörter: |
| author_facet |
Lai, Xinjun Li, Jun Lai, Xinjun Li, Jun |
|---|---|
| author |
Lai, Xinjun Li, Jun |
| spellingShingle |
Lai, Xinjun Li, Jun Mathematical Problems in Engineering Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model General Engineering General Mathematics |
| author_sort |
lai, xinjun |
| spelling |
Lai, Xinjun Li, Jun 1024-123X 1563-5147 Hindawi Limited General Engineering General Mathematics http://dx.doi.org/10.1155/2015/729089 <jats:p>A closed-form mixed Logit approach is proposed to model the stochastic route choice behaviours. It combines both the advantages of Probit and Logit to provide a flexible form in alternatives correlation and a tractable form in expression; besides, the heterogeneity in alternative variance can also be addressed. Paths are compared by pairs where the superiority of the binary Probit can be fully used. The Probit-based aggregation is also used for a nested Logit structure. Case studies on both numerical and empirical examples demonstrate that the new method is valid and practical. This paper thus provides an operational solution to incorporate the normal distribution in route choice with an analytical expression.</jats:p> Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model Mathematical Problems in Engineering |
| doi_str_mv |
10.1155/2015/729089 |
| facet_avail |
Online Free |
| format |
ElectronicArticle |
| fullrecord |
blob:ai-49-aHR0cDovL2R4LmRvaS5vcmcvMTAuMTE1NS8yMDE1LzcyOTA4OQ |
| id |
ai-49-aHR0cDovL2R4LmRvaS5vcmcvMTAuMTE1NS8yMDE1LzcyOTA4OQ |
| institution |
DE-D275 DE-Bn3 DE-Brt1 DE-Zwi2 DE-D161 DE-Gla1 DE-Zi4 DE-15 DE-Pl11 DE-Rs1 DE-105 DE-14 DE-Ch1 DE-L229 |
| imprint |
Hindawi Limited, 2015 |
| imprint_str_mv |
Hindawi Limited, 2015 |
| issn |
1024-123X 1563-5147 |
| issn_str_mv |
1024-123X 1563-5147 |
| language |
English |
| mega_collection |
Hindawi Limited (CrossRef) |
| match_str |
lai2015modellingstochasticroutechoicebehaviourswithaclosedformmixedlogitmodel |
| publishDateSort |
2015 |
| publisher |
Hindawi Limited |
| recordtype |
ai |
| record_format |
ai |
| series |
Mathematical Problems in Engineering |
| source_id |
49 |
| title |
Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model |
| title_unstemmed |
Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model |
| title_full |
Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model |
| title_fullStr |
Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model |
| title_full_unstemmed |
Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model |
| title_short |
Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model |
| title_sort |
modelling stochastic route choice behaviours with a closed-form mixed logit model |
| topic |
General Engineering General Mathematics |
| url |
http://dx.doi.org/10.1155/2015/729089 |
| publishDate |
2015 |
| physical |
1-9 |
| description |
<jats:p>A closed-form mixed Logit approach is proposed to model the stochastic route choice behaviours. It combines both the advantages of Probit and Logit to provide a flexible form in alternatives correlation and a tractable form in expression; besides, the heterogeneity in alternative variance can also be addressed. Paths are compared by pairs where the superiority of the binary Probit can be fully used. The Probit-based aggregation is also used for a nested Logit structure. Case studies on both numerical and empirical examples demonstrate that the new method is valid and practical. This paper thus provides an operational solution to incorporate the normal distribution in route choice with an analytical expression.</jats:p> |
| container_start_page |
1 |
| container_title |
Mathematical Problems in Engineering |
| container_volume |
2015 |
| format_de105 |
Article, E-Article |
| format_de14 |
Article, E-Article |
| format_de15 |
Article, E-Article |
| format_de520 |
Article, E-Article |
| format_de540 |
Article, E-Article |
| format_dech1 |
Article, E-Article |
| format_ded117 |
Article, E-Article |
| format_degla1 |
E-Article |
| format_del152 |
Buch |
| format_del189 |
Article, E-Article |
| format_dezi4 |
Article |
| format_dezwi2 |
Article, E-Article |
| format_finc |
Article, E-Article |
| format_nrw |
Article, E-Article |
| _version_ |
1792342813016326145 |
| geogr_code |
not assigned |
| last_indexed |
2024-03-01T16:41:44.546Z |
| geogr_code_person |
not assigned |
| openURL |
url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fvufind.svn.sourceforge.net%3Agenerator&rft.title=Modelling+Stochastic+Route+Choice+Behaviours+with+a+Closed-Form+Mixed+Logit+Model&rft.date=2015-01-01&genre=article&issn=1563-5147&volume=2015&spage=1&epage=9&pages=1-9&jtitle=Mathematical+Problems+in+Engineering&atitle=Modelling+Stochastic+Route+Choice+Behaviours+with+a+Closed-Form+Mixed+Logit+Model&aulast=Li&aufirst=Jun&rft_id=info%3Adoi%2F10.1155%2F2015%2F729089&rft.language%5B0%5D=eng |
| SOLR | |
| _version_ | 1792342813016326145 |
| author | Lai, Xinjun, Li, Jun |
| author_facet | Lai, Xinjun, Li, Jun, Lai, Xinjun, Li, Jun |
| author_sort | lai, xinjun |
| container_start_page | 1 |
| container_title | Mathematical Problems in Engineering |
| container_volume | 2015 |
| description | <jats:p>A closed-form mixed Logit approach is proposed to model the stochastic route choice behaviours. It combines both the advantages of Probit and Logit to provide a flexible form in alternatives correlation and a tractable form in expression; besides, the heterogeneity in alternative variance can also be addressed. Paths are compared by pairs where the superiority of the binary Probit can be fully used. The Probit-based aggregation is also used for a nested Logit structure. Case studies on both numerical and empirical examples demonstrate that the new method is valid and practical. This paper thus provides an operational solution to incorporate the normal distribution in route choice with an analytical expression.</jats:p> |
| doi_str_mv | 10.1155/2015/729089 |
| facet_avail | Online, Free |
| format | ElectronicArticle |
| format_de105 | Article, E-Article |
| format_de14 | Article, E-Article |
| format_de15 | Article, E-Article |
| format_de520 | Article, E-Article |
| format_de540 | Article, E-Article |
| format_dech1 | Article, E-Article |
| format_ded117 | Article, E-Article |
| format_degla1 | E-Article |
| format_del152 | Buch |
| format_del189 | Article, E-Article |
| format_dezi4 | Article |
| format_dezwi2 | Article, E-Article |
| format_finc | Article, E-Article |
| format_nrw | Article, E-Article |
| geogr_code | not assigned |
| geogr_code_person | not assigned |
| id | ai-49-aHR0cDovL2R4LmRvaS5vcmcvMTAuMTE1NS8yMDE1LzcyOTA4OQ |
| imprint | Hindawi Limited, 2015 |
| imprint_str_mv | Hindawi Limited, 2015 |
| institution | DE-D275, DE-Bn3, DE-Brt1, DE-Zwi2, DE-D161, DE-Gla1, DE-Zi4, DE-15, DE-Pl11, DE-Rs1, DE-105, DE-14, DE-Ch1, DE-L229 |
| issn | 1024-123X, 1563-5147 |
| issn_str_mv | 1024-123X, 1563-5147 |
| language | English |
| last_indexed | 2024-03-01T16:41:44.546Z |
| match_str | lai2015modellingstochasticroutechoicebehaviourswithaclosedformmixedlogitmodel |
| mega_collection | Hindawi Limited (CrossRef) |
| physical | 1-9 |
| publishDate | 2015 |
| publishDateSort | 2015 |
| publisher | Hindawi Limited |
| record_format | ai |
| recordtype | ai |
| series | Mathematical Problems in Engineering |
| source_id | 49 |
| spelling | Lai, Xinjun Li, Jun 1024-123X 1563-5147 Hindawi Limited General Engineering General Mathematics http://dx.doi.org/10.1155/2015/729089 <jats:p>A closed-form mixed Logit approach is proposed to model the stochastic route choice behaviours. It combines both the advantages of Probit and Logit to provide a flexible form in alternatives correlation and a tractable form in expression; besides, the heterogeneity in alternative variance can also be addressed. Paths are compared by pairs where the superiority of the binary Probit can be fully used. The Probit-based aggregation is also used for a nested Logit structure. Case studies on both numerical and empirical examples demonstrate that the new method is valid and practical. This paper thus provides an operational solution to incorporate the normal distribution in route choice with an analytical expression.</jats:p> Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model Mathematical Problems in Engineering |
| spellingShingle | Lai, Xinjun, Li, Jun, Mathematical Problems in Engineering, Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model, General Engineering, General Mathematics |
| title | Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model |
| title_full | Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model |
| title_fullStr | Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model |
| title_full_unstemmed | Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model |
| title_short | Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model |
| title_sort | modelling stochastic route choice behaviours with a closed-form mixed logit model |
| title_unstemmed | Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model |
| topic | General Engineering, General Mathematics |
| url | http://dx.doi.org/10.1155/2015/729089 |