Transportation systems analysis: models and applications
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| Format: | Book |
| Language: | English |
| Published: |
New York [u.a.]
Springer
2009
|
| Edition: | 2. ed. |
| Series: | Springer optimization and its applications
29 |
| Subjects: | |
| Online Access: | Transportation systems analysis Inhaltsverzeichnis |
| Item Description: | 1. Aufl. u.d.T.: Cascetta, Ennio: Transportation systems engineering |
| Physical Description: | XVII, 742 S. graph. Darst. |
| ISBN: | 9780387758565 9780387758572 |
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| adam_text | Titel: Transportation systems analysis
Autor: Cascetta, Ennio
Jahr: 2009
Contents
1 Modeling Transportation Systems: Preliminary Concepts and
Application Areas............................. 1
1.1 Introduction............................. 1
1.2 Transportation Systems....................... 1
1.3 Transportation System Identification................ 5
1.3.1 Relevant Spatial Dimensions................ 6
1.3.2 Relevant Temporal Dimensions............... 9
1.3.3 Relevant Components of Travel Demand.......... 13
1.4 Modeling Transportation Systems...................17
1.5 Model Applications and Transportation Systems Engineering ... 20
1.5.1 Transportation Systems Design and the Decision-Making
Process............................ 20
1.5.2 Some Areas of Application................. 24
Reference Notes........................... 27
2 Transportation Supply Models..................... 29
2.1 Introduction............................. 29
2.2 Fundamentals of Traffic Flow Theory................ 29
2.2.1 Uninterrupted Flows..................... 30
2.2.1.1 Fundamental Variables .............. 30
2.2.1.2 Model Formulation................ 32
2.2.2 Queuing Models....................... 36
2.2.2.1 Fundamental Variables .............. 37
2.2.2.2 Deterministic Models............... 39
2.2.2.3 Stochastic Models................. 43
2.3 Congested Network Models..................... 45
2.3.1 Network Structure...................... 45
2.3.2 Flows............................. 46
2.3.3 Performance Variables and Transportation Costs...... 48
2.3.4 Link Performance and Cost Functions ........... 53
2.3.5 Impacts and Impact Functions................ 54
2.3.6 General Formulation..................... 55
2.4 Applications of Transportation Supply Models........... 56
2.4.1 Supply Models for Continuous Service Transportation
Systems........................... 59
2.4.1.1 Graph Models................... 59
2.4.1.2 Link Performance and Cost Functions ...... 61
2.4.2 Supply Models for Scheduled Service Transportation
Systems........................... 82
2.4.2.1 Line-based Graph Models............. 83
2.4.2.2 Link Performance and Cost Functions ...... 83
Reference Notes........................... 87
xj
Contents
Random Utility Theory ......................... 89
3.1 Introduction............................. 89
3.2 Basic Assumptions.......................... 90
3.3 Some Random Utility Models.................... 95
3.3.1 The Multinomial Logit Model................ 95
3.3.2 The Single-Level Hierarchical Logit Model ........ 100
3.3.3 The Multilevel Hierarchical Logit Model* ......... 107
3.3.4 The Cross-nested Logit Model*............... 115
3.3.5 The Generalized Extreme Value (GEV) Model* ...... 118
3.3.6 The Probit Model...................... 121
3.3.7 The Mixed Logit Model* . ,................ 130
3.4 Expected Maximum Perceived Utility and Mathematical
Properties of Random Utility Models................ 133
3.5 Choice Set Modeling........................ 139
3.6 Direct and Cross-elasticities of Random Utility Models...... 143
3.7 Aggregation Methods for Random Utility Models.........148
3.A Derivation of Logit Models from the GEV Model......... 152
3.A.1 Derivation of the Multinomial Logit Model......... 153
3.A.2 Derivation of the Single-Level Hierarchical Logit Model . . 154
3.A.3 Derivation of the Multilevel Hierarchical Logit Model ... 156
3.A.4 Derivation of the Cross-nested Logit Model ........ 159
3.B Random Variables Relevant for Random Utility Models...... 161
3.B.1 The Gumbel Random Variable............... 161
3.B.2 The Multivariate Normal Random Variable......... 164
Reference Notes.............................. 166
Travel-Demand Models ......................... 169
4.1 Introduction............................. 169
4.2 Trip-based Demand Model Systems . . ............... 172
4.2.1 Random Utility Models for Trip Demand.......... 176
4.3 Examples of Trip-based Demand Models.............. 181
4.3.1 Models of Spatial and Temporal Characteristics......181
4.3.1.1 Trip Production or Trip Frequency Models .... 181
4.3.1.2 Distribution Models................ 185
4.3.2 Mode Choice Models.................... 192
4.3.3 Path Choice Models..................... 195
4.3.3.1 Path Choice Models for Road Networks.....197
4.3.3.2 Path Choice Models for Transit Systems.....207
4.3.4 A System of Demand Models................215
4.4 Trip-Chaining Demand Models...................219
4.5 Activity-Based Demand Models ...................228
4.5.1 A Theoretical Reference Framework ............231
4.5.1.1 Weekly Household Activity Model........ 232
4.5.1.2 Daily Household Activity Model......... 233
4.5.1.3 Daily Individual Activity List Model....... 234
4.5.1.4 Activity Panera and Trip-Chain Models ..... 234
Contents
4.6 Applications of Demand Models .................. 235
4.7 Freight Transportation Demand Models............... 238
4.7.1 Multiregional Input-Output (MRIO) models........ 240
4.7.2 Freight Mode Choice Models................ 253
Reference Notes........................... 255
Basic Static Assignment to Transportation Networks.........259
5.1 Introduction.............................259
5.1.1 Classification of Assignment Models............259
5.1.2 Fields of Application of Assignment Models........263
5.2 Definitions, Assumptions, and Basic Equations...........265
5.2.1 Supply Model........................266
5.2.2 Demand Model .......................269
5.2.3 Feasible Path and Link Flow Sets..............274
5.2.4 Network Performance Indicators..............275
5.3 Uncongested Networks .......................278
5.3.1 Models for Stochastic Assignment............. 280
5.3.2 Models for Deterministic Assignment............ 283
5.3.3 Algorithms Without Explicit Path Enumeration....... 286
5.4 Congested Networks: Equilibrium Assignment........... 304
5.4.1 Models for Stochastic User Equilibrium ..........307
5.4.2 Algorithms for Stochastic User Equilibrium........313
5.4.3 Models for Deterministic User Equilibrium.........318
5.4.4 Algorithms for Deterministic User Equilibrium.......324
5.4.5 Relationship Between Stochastic and Deterministic
Equilibrium.........................329
5.4.6 System Optimum Assignment*...............331
5.5 Result Interpretation and Parameter Calibration...........338
5.5.1 Specification and Calibration of Assignment Models .... 341
5.A Optimization Models for Stochastic Assignment.......... 341
5.A.1 Uncongested Network: Stochastic Assignment....... 342
5.A.2 Congested Network: Stochastic User Equilibrium..... 342
Reference Notes.............................. 344
Assignment Models ..................... 344
Assignment Algorithms................... 346
Advanced Models for Traffic Assignment to Transportation
Networks .................................349
6.1 Introduction.............................349
6.2 Assignment with Pre-trip/En-route Path Choice...........349
6.2.1 Definitions, Assumptions, and Basic Equations.......349
6.2.2 Uncongested Networks...................357
6.2.3 Congested Networks: Equilibrium Assignment.......363
6.3 Equilibrium Assignment with Variable Demand..........367
6.3.1 Single-Mode Assignment..................368
Contents
6.3.1.1 Models for Stochastic User Equilibrium..... 372
6.3.1.2 Models for Deterministic User Equilibrium . . . . 375
6.3.1.3 Algorithms..................... 379
6.3.2 Multimode Equilibrium Assignment............ 385
6.4 Multiclass Assignment........................389
6.4.1 Und iff eren tiated Congestion Multiclass Assignment .... 392
6.4.2 Differentiated Congestion Multiclass Assignment.....394
6.5 Interperiod Dynamic Process Assignment..............396
6.5.1 Definitions, Assumptions, and Basic Equations.......398
6.5.1.1 Supply Model...................398
6.5.1.2 Demand Model . ,................399
6.5.1.3 Approaches to Dynamic Process Modeling .... 402
6.5.2 Deterministic Process Models................403
6.5.3 Stochastic Process Models..................410
6.6 Synthesis and Application Issues..................419
Reference Notes...........................419
Intrapenod (Within-Day) Dynamic Models* . . ............421
7.1 Introduction.............................421
7.2 Supply Models for Transport Systems with Continuous Service . . 423
7.2.1 Space-Discrete Macroscopic Models............426
7.2.1.1 Variables and Consistency Conditions ......426
7.2.1.2 Network Flow Propagation Model ........435
7.2.1.3 Link Performance and Travel Time Functions . . 438
7.2.1.4 Dynamic Network Loading . . ¡-..........439
7.2.1.5 Path Performance and Travel Time Functions . . . 440
7.2.1.6 Formalization of the Whole Supply Model .... 442
7.2.2 Mesoscopic Models.....................443
7.2.2.1 Variables and Consistency Conditions ...... 444
7.2.2.2 Link Performance and Travel Time Functions . . 447
7.2.2.3 Path Performance and Travel Time Functions ... 448
7.2.2.4 Dynamic Network Loading............ 449
7.2.2.5 Formalization of the Whole Supply Model .... 450
7.3 Demand Models for Continuous Service Systems.......... 451
7.4 Demand-Supply Interaction Models for Continuous Service
Systems ............................... 455
7.4.1 Uncongested Network Assignment Models . ..-.......455
7.4.2 User Equilibrium Assignment Models...........458
7.4.3 Dynamic Process Assignment Models...........461
7.5 Dynamic Traffic Assignment with Nonseparable Link Cost
Functions and Queue Spillovers . ..................464
7.5.1 Network Performance Model.....,..........467
7.5.1.1 Exit Capacity Model................472
7.5.1.2 Exit Flow and Travel Time Model.........473
7.5.1.3 Entry Capacity Model...............475
Contents
7.5.1.4 Fixed-Point Formulation of the NPM.......477
7.5.2 Network Loading Map and Fixed-Point Formulation of the
Equilibrium Model......................477
7.6 Models for Transport Systems with Scheduled Services......480
7.6.1 Models for Regular Low-Frequency Services........482
7.6.1.1 Supply Models...................482
7.6.1.2 Demand Models..................487
7.6.1.3 Demand-Supply Interaction Models.......489
7.6.2 Models for Irregular High-Frequency Services.......489
7.6.2.1 Supply Models...................489
7.6.2.2 Demand Models..................490
7.6.2.3 Demand-Supply Interaction Models.......495
7.A The Simplified Theory of Kinematic Waves Based on Cumulative
Flows: Application to Macroscopic Link Performance Models . . . 497
7.A.1 Bottlenecks .........................499
7.A.2 Segments...........................501
Reference Notes..............................510
Estimation of Travel Demand Flows ..................513
8.1 Introduction.............................513
8.2 Direct Estimation of Present Demand................514
8.2.1 Sampling Surveys......................514
8.2.2 Sampling Estimators.....................516
8.3 Disaggregate Estimation of Demand Models............520
8.3.1 Model Specification.....................521
8.3.2 Model Calibration......................522
8.3.3 Model Validation ......................530
8.4 Disaggregate Estimation of Demand Models with Stated
Preference Surveys*.........................536
8.4.1 Definitions and Types of Survey ..............537
8.4.2 Survey Design........................538
8.4.3 Model Calibration......................545
8.5 Estimation of O-D Demand Flows Using Traffic Counts......549
8.5.1 Maximum Likelihood and GLS Estimators......... 555
8.5.2 Bayesian Estimators..................... 560
8.5.3 Application Issues...................... 562
8.5.4 Solution Methods...................... 564
8.6 Aggregate Calibration of Demand Models Using Traffic Counts . . 569
8.7 Estimation of Within-Period Dynamic Demand Flows Using
Traffic Counts............................574
8.7.1 Simultaneous Estimators................. . 578
8.7.2 Sequential Estimators....................579
8.8 Real-Time Estimation and Prediction of Within-Period Dynamic
Demand Flows Using Traffic Counts................580
8.9 Applications of Demand Estimation Methods............582
xvi Contents
8.9.1 Estimation of Present Demand ...............582
8.9.2 Estimation of Demand Variations (Forecasting).......584
Reference Notes...........................586
9 Transportation Supply Design Models.................589
9.1 Introduction.............................589
9.2 General Formulations of the Supply Design Problem........592
9.3 Applications of Supply Design Models...............595
9.3.1 Models for Road Network Layout Design.......... 596
9.3.2 Models for Road Network Capacity Design......... 598
9.3.3 Models for Transit Network Design............. 602
9.3.4 Models for Pricing Design.................. 604
9.3.5 Models for Mixed Design.................. 606
9.4 Some Algorithms for Supply Design Models............ 607
9.4.1 Algorithms for the Discrete SDP..............607
9.4.2 Algorithms for the Continuous SDP.............614
Reference Notes.......................... . 619
10 Methods for the Evaluation and Comparison of Transportation
System Projects..............................621
10.1 Introduction.............................621
10.2 Evaluation of Transportation System Projects............622
10.2.1 Identification of Relevant Impacts . . ............ 623
10.2.2 Identification and Estimation of Impact Indicators..... 626
10.2.3 Computation of Users Surplus Changes.......... 628
10.3 Methods for the Comparison of Alternative Projects........ 641
10.3.1 Benefit-Cost Analysis....................641
10.3.2 Revenue-Cost Analysis...................647
10.3.3 Multi-criteria Analysis....................648
10.3.3.1 Noncompensatory Methods* ...........658
10.3.3.2 Multiattribute Utility Theory Method (MAUT)* . 660
10.3.3.3 Linear Additive Methods*.............665
10.3.3.4 The Analytical Hierarchy Process (AHP)* .... 667
10.3.3.5 Outranking Methods*...............673
10.3.3.6 Constrained Optimization Method*........677
Reference Notes...........................680
Appendix A Review of Numerical Analysis.................683
A.1 Sets and Functions ..........................683
A.1.1 Elements of Set Topology..................683
A. 1.2 Continuous and Differentiable Functions..........685
A. 1.3 Convex Functions . . ....................689
A.2 Solution Algorithms.........................690
A.3 Fixed-Point Problems........................691
A.3.1 Properties of Fixed-Points..................693
A.3.2 Solution Algorithms for Fixed-Point Problems.......695
Contents xvii
A.4 Optimization Problems ....................... 697
A.4.1 Properties of Minimum Points................ 697
A.4.1.1 Properties of Minimum Points on Open Sets . . . 697
A.4.1.2 Properties of Minimum Points on Closed Sets . . 698
A.4.2 Solution Algorithms for Optimization Problems...... 699
A.4.2.1 Monodimensional Optimization Algorithms . . . 699
A.4.2.2 Unconstrained Multidimensional Optimization
Algorithms..................... 703
A.4.2.3 Bounded Variables Multidimensional
Optimization Algorithms............. 706
A.4.2.4 Linearly Constrained Multidimensional
Optimization Algorithms............. 707
A.5 Variational Inequality Problems................... 709
A.5.1 Properties of Variational Inequalities............ 711
A.5.2 Solution Algorithms for Variational Inequality Problems . . 712
Index...................................... 715
References................................... 725
|
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| id | DE-604.BV036582042 |
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| indexdate | 2024-07-09T22:43:24Z |
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| isbn | 9780387758565 9780387758572 |
| language | English |
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| spelling | Cascetta, Ennio Verfasser (DE-588)171287819 aut Transportation systems analysis models and applications Ennio Cascetta 2. ed. New York [u.a.] Springer 2009 XVII, 742 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Springer optimization and its applications 29 1. Aufl. u.d.T.: Cascetta, Ennio: Transportation systems engineering Verkehrssystem (DE-588)4187835-8 gnd rswk-swf Verkehrsforschung (DE-588)4187810-3 gnd rswk-swf Verkehrssystem (DE-588)4187835-8 s Verkehrsforschung (DE-588)4187810-3 s DE-604 Springer optimization and its applications 29 (DE-604)BV021746093 29 http://digitool.hbz-nrw.de:1801/webclient/DeliveryManager?pid=3689599&custom_att_2=simple_viewer Verlagsdaten Springer Transportation systems analysis HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020502933&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Cascetta, Ennio Transportation systems analysis models and applications Springer optimization and its applications Verkehrssystem (DE-588)4187835-8 gnd Verkehrsforschung (DE-588)4187810-3 gnd |
| subject_GND | (DE-588)4187835-8 (DE-588)4187810-3 |
| title | Transportation systems analysis models and applications |
| title_auth | Transportation systems analysis models and applications |
| title_exact_search | Transportation systems analysis models and applications |
| title_full | Transportation systems analysis models and applications Ennio Cascetta |
| title_fullStr | Transportation systems analysis models and applications Ennio Cascetta |
| title_full_unstemmed | Transportation systems analysis models and applications Ennio Cascetta |
| title_short | Transportation systems analysis |
| title_sort | transportation systems analysis models and applications |
| title_sub | models and applications |
| topic | Verkehrssystem (DE-588)4187835-8 gnd Verkehrsforschung (DE-588)4187810-3 gnd |
| topic_facet | Verkehrssystem Verkehrsforschung |
| url | http://digitool.hbz-nrw.de:1801/webclient/DeliveryManager?pid=3689599&custom_att_2=simple_viewer http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020502933&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV021746093 |
| work_keys_str_mv | AT cascettaennio transportationsystemsanalysismodelsandapplications |