Urban Transportation Planning
Foreword
Acknowledgements
1
Building Blocks
1.1
Planning for Human Systems
1.2
The Four-Step Transportation Planning Process
1.3
Travel Model Building Blocks
1.3.1
Travel Analysis Zones and SE Data
1.3.2
Transportation Networks
1.3.3
Matrices
1.4
Data Inputs
1.4.1
Household Travel Surveys
1.4.2
US Census Bureau
1.5
Statistical and Mathematical Techniques
1.5.1
Continuous and Discrete Distributions
1.5.2
Iterative Proportional Fitting
1.5.3
Regression Analysis
1.5.4
Numerical Optimization
Homework
Lab
Marginal Distributions
Joint Distribution
Report
2
Trip Generation
2.1
Trip Production
2.2
Trip Attraction
Homework
Lab
2.2.1
Trip Production
2.2.2
Trip Attraction
2.2.3
Report
3
Trip Distribution
Homework
First Problem: Gravity Model Development
Second Problem: Model Calibration
Third Problem: Model Application
4
Mode and Destination Choice
4.1
Mathematical Derivation
4.2
Utility Equations
4.3
MNL Estimation
4.4
IIA and Nested Logit
4.5
Accessibility and Log Sums
4.6
Destination Choice
Homework
First Problem Set: Multinomial Logit Model Estimation
Second Problem Set: Nested Logit Models
Third Problem Set: Log Sums and Destination Choice
Lab
Mode Choice Calibration
Destination Choice Calibration
Report
5
Network Assignment and Validation
5.1
Volume - Delay Functions
5.2
Assignment Algorithms
5.2.1
All-or-Nothing
5.2.2
Incremental Assignment
5.2.3
Successive Averages (FHWA) Assignment
5.2.4
Frank-Wolfe
Homework
Laboratory Assignment
6
The Planning Process
Appendix
A
Demonstration Model
A.1
Running the Model
A.2
Files and Reports
A.3
Writing Custom Scripts
A.3.1
Network Bandwidth
A.4
Network and Zone Maps
A.4.1
Shortest Paths
A.4.2
Mode Choice Logsum Maps
A.5
Editing Transit Lines
B
R and RStudio Help
B.1
Installing
B.2
RStudio Orientation
B.3
R Packages
B.4
Working with Tables
B.4.1
Reading Data
B.4.2
Modifying and Summarizing Tables
B.4.3
Mutate, Summarize, and Group
B.5
Graphics with
ggplot2
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Urban Transportation Planning
Chapter 6
The Planning Process