Index

A

abstract advection diffusion equation advection equation

air quality amplitude gain arrival problem averaging filter

B

bandpass filter, [1] Bessel function bias vector

binomial distribution Bode plot butterfly matrix

C

capacitor car following theory catastrophic jump causal filter Chebyshev polynomial classification closed loop system, [1], [2], [3] clustering Cobb-Douglas model compensator

complex plot concentration of cars continuous convolution continuous Fourier transforms controller cooling off cosine hill cost coupled nonlinear system cumulative probability distribution function current

D

damped harmonic motion, [1] data acquisition data mining deep neural network del operator demand density function depth of penetration DFT, [1] DFT convolution property

DFT convolution theorem DFT interpolation theorem diet problem diffusion, [1] dimensionality reduction discounted cash flow analysis discrete convolution discrete Fourier transform, [1] discrete uniform distribution dot product

E

eigenvalue problem eigenvalues, [1] eigenvectors elasticity

equilibrium price expected loss of quality expected value exponential growth

F

fast Fourier transform feasible feature vector features feedback, [1] FFT filter filter design finite impulse response filter

first costs fitting noisy data flow of cars Flux Fourier matrix Fourier series Fourier transform free traffic speed frequency domain, [1], [2]

G

gain	gradient descent Greenshields model

H

heat diffusion heat equation, [1]

Heaviside function highpass filter, [1], [2] hysteresis

I

iDFT impulse response inductor industrial mathematics initial value problem

inner product interpolation inverse discrete Fourier transform inverse Fourier transform inverse Laplace transform

J

jam density

K

k-means algorithm

L

labels Lagrange form Lagrange interpolation Laplace transform Laplacian learning rate least squares least squares approximation life span

life span problem linear filter linear fit linear model linear programming linear recursion linearization logarithmic scale logistics equation lowpass filter, [1], [2], [3]

M

machine learning marginal cost marginal product of capital marginal product of labor marginal revenue mathematical optimization

maximize profit mean time between failures minimize cost model for checkout lines MTBF multiple mass spring system

N

neural network neuron newsboy problem

Newton's cooling law Newton's law, [1] normal distribution Nyquist contour

O

open loop system, [1] orthogonal array of experiments

orthogonal basis, [1] orthogonality overshoot

P

partial fraction decomposition partial fraction expansion payback period PCA phase shift, [1] phasor solution, [1] plant Poisson distribution, [1] pole polyhedron population dynamics

predator predator-prey problem predict data primitive root of unity Principal Component Analysis, [1] principal component analysis principal components probability process profit programming in pairs proportional feedback

Q

quality

quality loss function

R

random variable regression resistor return on investment

revenue reverse interest rolling dice problem root locus method root of unity

S

separation of variables servicing requests sigmoid simplex algorithm singular value decomposition stability of a plant stabilize a plant

staffing problem standard deviation steady states stochastic gradient method supervised learning supervised training supply surge impedance

T

the 3 second rule time domain, [1], [2] time invariant filter tractrix problem

training of a neural network transfer function, [1], [2] transport equation trend in the data two vehicle traffic

U

unit impulse

unsupervised learning, [1] unsupervised training

V

variance

vibrations voltage

W

wave equation weight vector

well posed winding number

Z

z-transform