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Exact and Heuristic Methods for Dial-a-Ride Problems / vorgelegt von Daniela Gaul. Wuppertal, Dezember 2023
Inhalt
Contents
Introduction
Structure of this work
Publications
Basic Concepts
Graph Theory
Mixed-Integer Optimization
Multi-Objective Optimization
The Dial-a-Ride Problem
Related Work on DARP Models and Algorithms
Applications
Problem Description and Notation
Location-based MILP Models
Multiple Objectives
Related Problems
Event-Based MILP Models for the Static Dial-a-Ride Problem
Event-Based Graph
Event-Based MILP Models
Objective Functions
Numerical Results
Summary
Location-Augmented-Event-Based MILP Models: A Tight Formulation for the Static Dial-a-Ride Problem
Location-Augmented-Event-Based MILP Models
Theoretical Analysis
Preprocessing and Branch-and-Cut Methods
Numerical Results
Summary
Rolling-Horizon Event-Based MILP for the Dynamic Dial-a-Ride Problem
Solution Strategy
Event-Based Graph Model for a Rolling-Horizon
Event-Based MILP Model for a Rolling-Horizon
A Rolling-Horizon Algorithm
Numerical Results
Summary
Ridepooling and Public Bus Services: A Comparative Case-Study
Case Study Outline
Statistical Modeling and Simulation of Transportation Data
Feasible-Path Heuristic
Numerical Results
Summary
Conclusion
Nomenclature
Bibliography