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AI Search Algorithms for Smart Mobility
Getting Started
Introduction to Geospatial Data Science
Spatial Data and Geographic Information System (GIS)
Projection
Visualization
Graph Search Algorithms
From Road Network to Graph
Graph Search
Blind Search Algorithms
Informed Search Algorithms
Search Algorithm Comparison
Trajectory-based Algorithms
Tabu Search
Simulated Annealing
Evolutionary Computing Algorithms
Generating Initial Populations
Genetic Algorithms
Swarm Intelligence Algorithms
Particle Swarm Optimization
Ant Colony Optimization
Artificial Bee Colony
Firefly Algorithm
Learn to Search
Geometric Deep Learning
Graph Neural Networks (GNN)
Attention Mechanisms
Reinforcement Learning
People Mobility Problems
Car-Sharing Service
Trip Itinerary Planning
Multi-Criteria Routing
Deadheading in Ride-Hailing
Logistics Problems
Delivery Vehicle Routing
Eco-efficient Delivery
Infrastructure Problems
Emergency Dispatch and Routing
Tools and Python Libraries
Datasets
References
Index
