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Objective functions, constraints, absolute and relative references, mixed references, SUMPRODUCT(), SUM(), Excel modeling, binding and non-binding constraints, and algebrac formulation
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quantatative decision making
using quantatative models to make better business decisions and interpreting them for solutions
program
plan or system under which action may be taken towards a goal
linear
mathematical representation best described by straight lines, using variables without any exponents, square roots, or other higher order items, and using variables that don’t get multipled with or divided by each other
linear programming
tool that allows us to use a system of linear statements to find the best way to achieve an objective
linear programming model
way to represent a situation (real or hypothetical) that we wish to better understand
variable
unknown thing that must be decided, single quantatative decision that must be made (how many)
objective function
something we can quantify with linear function, deescribes whay we want to optimize
optimizing the objective function
maximizing or minimizing objective
constraints
limits on system, specify with linear statements
relative reference
all cells move
absolute reference
paste exact cell value
=SUMPRODUCT()
takes items in matching positions, multiplies them together, and sums the final products.
ex: SUMPRODUCT(b1:b2,c1:c2) → (b1)(c1)+(b2)(c2)
binding constraint
amount used = amount available, all resources consumed
non-binding constraint
amount used < amount available, not all resources consumed
non-negativity constraint
variable cannot be below 0, can be binding
mixed reference
hybrid of absolute and relative
algebraic model order
state variable declarations
objective function
constraints
non-negativity constraints
excel legend
yellow fill = given fact
green fill = objective function
blue outline = constraints
red outline = decision cells