2.1 Todo
- create a map of techniques for solving specific problems.
- add a symbolic algebra package
Topics to Add/expand ??---------------------------------------------------
analysis of constrained path systems
Discrete math
Algebra
power series and Taylor series
Data
graphing data
error estimation
linear regression
curve fitting with splines
data representation graphs, tables and accuracy
statistical analysis of a system
Random Processes
random number generation
prediction of process outcome
Quality control
System Modeling
(ME) state space analysis
(ME) Eigenvalues and vectors
Advanced Calculus
(ME) Partial differential equations
(ECE) Laplace transforms
Convolution
Fast Fourier transforms
differential equations, state space and numerical integration
Optimization
(PDM) Searching convex/concave functions
(MO) Searching convex/concave functions
(MO) Gradient descent
(MO) Cost and penalty functions
Programming
programs - basic structure and execution
program entry points
syntax
Variable names
variable/data types
input
outputs
logical expression
conditional execution with ifs
for loops and conditions
functions/subroutines
input/output argument lists
defining a function
calling a function and dealing with return values
the difference between calling and defining a function
Discipline Specific
ECE
Frequency domain - Fourier, Bessel
EM Theory review
Feedback Control Theory
3 phase electrical theory