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Sophia is organizing a movie night and wants to provide popcorn and soda to her guests.
A bag of popcorn costs her $2 to buy, and a can of soda costs her $1.
She only has room to store 24 cans of soda and 50 bags of popcorn at her house.
She needs to have at least 60 items total to satisfy her guests.
What is the least amount of money she can spend on popcorn and soda?
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I will solve it using different method, applying logical reasoning and common sense.
I will not make any plots to save my time.
Sophia wants to minimize her spending, still satisfying all constraints.
Let's apply the most economic strategy.
Sophia should take as much cheep items (sodas) as possible (24 cans),
and then complement it with an appropriate number of more expensive items (popcorn bags).
So, she needs 60-24 = 36 popcorn bags.
Her spending will be $2*36 + $1*24 = $96,
and, obviously, it is minimal spending.
Notice that this solution satisfies all the constraints.
Thus we solved the problem easy and elegantly using logical reasoning and common sense.
No plots are needed.
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Outwardly, this problem is similar to Linear Programming problems,
where the geometric solution method is often used.
But concretely, this particular problem can be easily solved in MUCH SIMPLER WAY
using simple logic without any plots. That's why I call such tasks False Linear Programming problems.
All of your other today's problems belong to the same class/type,
and can be solved using logic, ONLY.
In my view, this simple logical solution is much more valuable solution method for the given problem
than to apply heavy artillery of the Linear Programming method blindly and without necessity.