Algorithm-driven team building
Programming Snapshot – Go Algorithms
© Lead Image © bowie15, 123RF.com
Instead of the coach determining the team lineup, an algorithm selects the players based on their strengths for Mike Schilli's amateur soccer team.
At the weekly pickup soccer game in my adopted hometown of San Francisco, with 16 players signed up for an eight-on-eight match, there is always the question of who is going to compete against whom on match day. Preparing the team sheet is usually something taken care of by experienced players, but it is time-consuming and it leads to endless discussions about whether the eight players on one side are simply too skilled for the other eight players, leading to a lopsided game that is no fun to play. To resolve this, I've developed an algorithm to generate the team lineup. This allows me to take an interesting excursion into the world of combinatorics and explore the development of suitable algorithms in this month's column.
How many ways are there to assign 16 players to two teams of eight players each? If one team is fixed, the opponent's team is automatically derived from the remaining participants; this means that the result is written in combinatorics style as "8 over 16," which you compute as
(16*15*...*10*9) / (8*7*...*2*1)
[...]
Buy this article as PDF
(incl. VAT)
Buy Linux Magazine
Subscribe to our Linux Newsletters
Find Linux and Open Source Jobs
Subscribe to our ADMIN Newsletters
Support Our Work
Linux Magazine content is made possible with support from readers like you. Please consider contributing when you’ve found an article to be beneficial.
News
-
Dutch Government Turns to Open Source for Digital Sovereignty
Following in the footsteps of European countries, the Netherlands is looking to increase its sovereign digital infrastructure with open source software.
-
Linux May Soon Work on Snapdragon X2-Based PCs
If you're thinking about buying a Snapdragon X2-based desktop or laptop, Linux may soon be an option.
-
KDE for People Initiative Calls for AI Ban in Plasma
A new community of KDE wants the project to adopt a strict no-AI policy for KDE Plasma.
-
KDE Sets Ambitious Goals for 2026 and Beyond
KDE Connect reveals the goals for the Linux desktop darling, with one of those goals long overdue.
-
It’s Time to Test Fedora 45 Beta
Fedora 45 beta has been released with updated Gnome, KDE Plasma, and kernel.
-
Ubuntu Stonking Stingray Gets Even Rustier
Ubuntu 26.10 has completed its migration to the Rust-based coreutils.
-
AI Fixes Linux Bottlenecks Using “Hideous” Code
A Linux developer used AI to fix bottlenecks that caused problems when building the kernel. The resulting AI-generated code needed a lot of work.
-
Advanced Video Coding Still Under Patent
Brazilian patent BRPI0109962B1 has expired, which means that DivX and Xvid are no longer problematic for Linux, but it doesn’t mean that video is all of a sudden fully unleashed.
-
2,000 Vulnerabilities per Linux Release
Thanks to AI bug hunters, the Linux kernel is seeing record numbers of vulnerabilities, and it's overwhelming developers.
-
Linux Exempt from California’s Age Verification Law
So long as Linux is distributed under the GPL, MIT, BSD, and Apache licenses, the OS is exempt from being required to verify the age of its users in California.