ps. look out for all my other solutions for Advent of Code challenges here.
See details of the challenge here.
First, let’s parse the input file into a 2D array to make it easier for us to work with.
My first attempt at solving this challenge with the same BSF approach that has been so useful in this year’s AOC challenges proved unsuccessful. Unlike previous challenges, today’s problem can involve backtracking so we can’t rely on a naive cache of positions we have passed through thus far.
However, we can still use BSF to find out the shortest distance between any two numbered nodes.
From here, we can build up a dictionary of the distance between every pair of numbered nodes and turn this BSF problem into a Travelling Salesman Problem and find the path through all the numbered nodes with the lowest total distance.
Now we can solve part 1 of the challenge with a simple recursive function.
This solution ran in 109ms on my laptop, including the time to build up the distances between pairs of nodes.
Of course, if you leave the cleaning robot somewhere weird, someone is bound to notice.
What is the fewest number of steps required to start at
0, visit every non-
0number marked on the map at least once, and then return to
A slight twist on part 1, but we can use the same approach as before but simply stipulate that when all numbered nodes have been traversed we also take into account the distance from the last node back to number 0.
This ran in 113ms on my laptop, including the time to build up the distance between pairs of nodes (or, 14ms if reusing the existing pairDistances)
- Day 24 challenge description
- Advent of Code 2015
- Solution for Day 23
- All my F# solutions for Advent of Code
- Github repo
I’m an AWS Serverless Hero and the author of Production-Ready Serverless. I have run production workload at scale in AWS for nearly 10 years and I have been an architect or principal engineer with a variety of industries ranging from banking, e-commerce, sports streaming to mobile gaming. I currently work as an independent consultant focused on AWS and serverless.
Here is a complete list of all my posts on serverless and AWS Lambda. In the meantime, here are a few of my most popular blog posts.
- Lambda optimization tip – enable HTTP keep-alive
- You are thinking about serverless costs all wrong
- Many faced threats to Serverless security
- We can do better than percentile latencies
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- Yubl’s road to Serverless
- AWS Lambda – should you have few monolithic functions or many single-purposed functions?
- AWS Lambda – compare coldstart time with different languages, memory and code sizes
- Guys, we’re doing pagination wrong