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Traffic Dynamics and Control documentation
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Traffic Dynamics and Control
¶
Contents:
Introduction
Abstract
Overview
Objectives
Modules
Prerequisite Modules
Main Modules
Module Details
Module A: Macroscopic Traffic Dynamics
Module B: Mesoscopic Traffic Model
Module C: Microscopic Traffic Dynamics
Module D: Architecture, Electronics, and Planning
Module E: Traffic Control
Module F: Vehicle Control
Module G: Pedestrian Dynamics and Control
Faculty
Pushkin Kachroo, Ph.D., Ph.D., P.E.
Geetam Tiwari, Ph.D.
K. Ramachandra Rao, Ph.D.
Prerequisite Modules
Calculus Review and Real Analysis
Limits
Limit of a Sequence
Limit involving +Infinity
Limit involving -Infinity
Examples
Metric Space
Sequence Limit Theorems
Monotone Convergence Theorem
Cauchy Sequence
Complete Metric Spaces
\(\sqrt{2}\not\in\mathbb{Q}\)
\(\lim\limits_{n\to\infty}x_n=\sqrt{2}\)
where
\(x_n\in\mathbb{Q}\)
Series
Meaning
Theorem: Series convergence implies term convergence to zero
Theorem: Convergence of series with positive terms
Limit of a Function
One Sided Limits
Left side Limit
Right side Limit
Squeeze Theorem
Examples
Trigonometric Example
Topologist’s Sine Curve
Function Limit Theorems
+ Infinite Limit
- Infinite Limit
Limit at +Infinity
Limit at -Infinity
Continuity
At a Point
On its Domain
Optimization Example
Extreme Value Theorem
Intermediate Value Theorem
Uniform Continuity
Example
Heine-Cantor Theorem
Example
Derivative
Table
Properties
L’Hospital’s Rule
Implicit Differentiation
Example
Differential
Inverse Functions
Rolle’s Theorem
Mean Value Theorem
Optimization
Riemann Integral
Fundamental Theorem of Calculus
Leibniz Rule
Mean Value Theorem for Integrals
Linear Algebra/Functional Analysis
Field
Axioms for
\(+\)
in a Field
Axioms for
\(\cdot\)
in a Field
Distributive Law of a Field
Examples
Vector Space
Axioms for
\(+\)
(Vector Addition) in a Vector Space
Axioms for
\(\circ\)
(Scalar Multiplication) in a Vector Space
Axioms for Distributivity of Operations in a Vector Space
Examples
Vector Space
\((\mathbb{R}^2, \mathbb{R}, +, \circ)\)
Example Operations
Vector Space
\((C[0,1], \mathbb{R}, +, \circ)\)
Example Operations
Independent Vectors
Span of Vectors
Independent Basis of a Vector Space
Dimension of a Vector Space
Examples
Normed Vector Space
Metric Space
Metric Space from Normed Vector Space
Example
\(\ell_p\)
Norm
Metric Sphere Example from
\(\ell_2\)
Norm
Example
\(\ell^p\)
Norm
Example
\(L^p\)
Norm
Indices and tables
¶
Index
Module Index
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