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Decision Analysis in Public Policy: Multi-Objective Optimization for Economic Mobility Policy Portfolio Mix in Local Urban Governments
Title
Decision Analysis in Public Policy: Multi-Objective Optimization for Economic Mobility Policy Portfolio Mix in Local Urban Governments
Author
Watlington, Victoria
Date Created
2023
Subjects--Topical
Government policy
Description
In this dissertation, I take an interdisciplinary approach to improve the budget allocation process for economic mobility policy by leveraging multi-objective optimization as a decision support tool. Economic mobility is measured as the difference...
FORECASTING TRAVEL TIME AND VARIATIONS IN TRAVEL TIME DUE TO VEHICLE ACCIDENTS IN SPATIO-TEMPORAL CONTEXT ALONG FREEWAY
Title
FORECASTING TRAVEL TIME AND VARIATIONS IN TRAVEL TIME DUE TO VEHICLE ACCIDENTS IN SPATIO-TEMPORAL CONTEXT ALONG FREEWAY
Author
Reza, Rashid Mohammad
Date Created
2015
Subjects--Topical
Civil engineering, Transportation, Statistics
Description
The growth in population, technological advancements, increase in average life expectancy, and newer and fuel-efficient vehicles has led to a meteoric rise in travel demand over the past few decades. However, the road network capacity has not incr...
Modeling the Crash Injury Severity in Work Zone Areas on Freeways
Title
Modeling the Crash Injury Severity in Work Zone Areas on Freeways
Author
Miatudila, Sr., Alain
Date Created
2016
Subjects--Topical
Civil engineering, Transportation, Statistics
Description
The rising frequency of crashes in work zones on American freeways is a growing issue inherently linked to the degrading state of our transportation infrastructure. As travel demand increases and our infrastructure continues to age and wear out, w...
Travel Time Forecasting on a Freeway Corridor: a Dynamic Information Fusion Model based on the Machine Learning Approaches
Title
Travel Time Forecasting on a Freeway Corridor: a Dynamic Information Fusion Model based on the Machine Learning Approaches
Author
Qiu, Bo
Date Created
2021
Subjects--Topical
Civil engineering, Transportation, Statistics
Description
Metropolitan areas suffer from frequent road traffic congestion not only during peak hours but also during off-peak periods. Currently, the increasing availability of vehicle probe data has made the real-time travel time prediction a reality. The ...
USE OF MULTISENSOR DATA IN MODELING FREEWAY TRAVEL TIME: VARIABILITY ANALYSIS AND PREDICTION
Title
USE OF MULTISENSOR DATA IN MODELING FREEWAY TRAVEL TIME: VARIABILITY ANALYSIS AND PREDICTION
Author
Chen, Zhen
Date Created
2019
Subjects--Topical
Transportation
Description
Nowadays anonymous vehicle probe data have been greatly improved in both data coverage and data fidelity. Thus, vehicle probe data have become a reliable source for freeway travel time analysis. The travel time variability is highly complex as it ...