menu
techminis

A naukri.com initiative

google-web-stories
Home

>

Data Science News

>

Intro — Ma...
source image

Medium

1M

read

118

img
dot

Image Credit: Medium

Intro — Math with Python: The Jeep’s Desert Trip Problem

  • A desert trip problem involves a jeep carrying 1 unit of fuel at a time, intending to travel as far as possible into the desert with constraints.
  • Two editions of the problem exist, with the difference lying in the jeep's need to return to base in one edition.
  • By strategically using fuel dumps, the jeep can maximize distance traveled with each unit of fuel, as demonstrated with n = 3 in the article.
  • The 'Exploring Edition' involves returning to base, and the formula for total distance covered is derived for any value of n.
  • Python implementation validates the formula's accuracy for n = 3 in the Exploring Edition.
  • In the 'Crossing Edition', the jeep travels as far as the fuel allows in the final trip, without the need to return.
  • Formula for total distance in the Crossing Edition is derived and validated through Python implementation for n = 3.
  • Harmonic numbers allow us to calculate the fuel units required to cross deserts of different sizes efficiently.
  • For a desert size of 5, around 3,092 fuel units are needed using the Crossing Edition model.
  • The article explores an extreme case to estimate the required fuel units for a desert size of 12, yielding an approximation of 3.7 billion units.

Read Full Article

like

7 Likes

For uninterrupted reading, download the app