Lambdia

Operations research

2 articles

Four Lines, Not Fifteen: Sizing a Can Plant on the Right Calendar

Twelve million people at six cans a week is 3.744 billion cans a year, which over the 525,600 minutes a calendar year offers is 7,123 cans a minute, or 3.56 production lines, or 4.19 once 85 percent uptime is allowed. Size the same demand on a 40-hour week and you get exactly 15 lines, because the two calendars differ by 219/52 = 4.2115, a systematic factor that no numerator guess can cancel. Sweeping all four inputs over 200,000 draws moves the count between 1.4 and 7.7 with a median of 3.4, so the conclusion is sturdier than any of the guesses inside it.

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833 Apples, and the Surplus Apple That Rides for Free

A driver who eats one apple per loaded mile delivers 833 of 3000 across a thousand miles, because the price of a mile is the ceiling of the stock over the truck's capacity: three apples, then two, then one. The continuous optimum is 2500/3, but rounding the switch point down to mile 333 leaves 2001 apples needing three passes and produces a fake 834. A lower bound on loaded traversals proves 833 optimal without a dynamic programme, and the free return legs are the clause that separates 833 from 533.

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