|The Robot Panda Problem - Fun CS Theory|
|Written by Mike James|
|Monday, 04 May 2020|
This isn't really news, but I think it's fun and deserves to be better known. It's the robot panda problem, otherwise known as the Bamboo Garden Trimming (BGT) problem. What is special about it is that it is easy to state and understand and very approachable whether you are an amateur or a serious computer scientist.
The problem, as stated in a recent paper, is:
"You just bought a house by a lake. A bamboo garden grows outside the house and obstructs the beautiful view of the lake. To solve the problem, you also bought a robotic panda gardener which, once per day, can instantaneously trim a single bamboo. You have already measured the growth rate of every bamboo in the garden, and you are now faced with programming the gardener with a suitable schedule of bamboos to trim in order to keep the view as clear as possible"
Well, your first thought might be what a useless robotic panda to only be able to cut one bamboo per day - this was certainly Harry Fairhead's first comment but then he is our IoT, hardware and robotics guy! Try explaining to a practical man that pure algorithms are worth studying.
Does it sound any more impressive expressed formally?
The garden contains n bamboos b1,...,bn, where bamboo
The task is to construct a cutting algorithm that keeps the tallest bamboo as short as possible.This maximum height is called the makespan. Notice the overall growth rate of the garden is 1 and this means that the makespan has to be at least 1 - can you prove this? What is more there are simple cases where it can be arbitrarily close to 2 - what cases?
After these preliminary observations we can start inventing algorithms to produce optimal makespans. This is where things get interesting:
Two natural strategies are Reduce-Max and Reduce-Fastest(x).
The paper goes on to prove some new upper bounds for both algorithms - read it to find out. It then goes on to examine the time and space demands of the algorithms.
This is a really nice computer science problem that is interesting in its own right and makes a great example to introduce CS thinking. It might even hide an idea for a game within its workings - Angry Pandas? Let me know if you write it.
If you would like to see an interactive simulation then visit: Bamboo Garden Trimming
Cutting Bamboo Down to Size
or email your comment to: email@example.com
|Last Updated ( Friday, 08 May 2020 )|