Engineering the AI applications (Part 5): constraint-based systems and applications

In this short post, I would like to share a few lessons that we have learnt while developing the AI applications.

While designing AI/ML solutions, we often encounter solving "constraint-based" applications. There are numerous resources out there! However, we have chosen the following resources (libraries) to be built into our Edge AI platform.

Gecode: Generic Constraint Development Environment

1. https://www.gecode.org/index.html
2. https://www.csplib.org/

This library has excellent documentation and implementation in C/C++ of several 70+ constraint-based problems and an extendable framework.

Document:

https://www.gecode.org/doc-latest/MPG.pdf

I believe this Gecode serves as a good reference to AI-based solutions.

Affiliations

I write posts for?Vidcentum where I am founder director. Some of the articles are published in my blogs / articles / posts as well as on the company timeline / posts.

Vidcentum is a software and data company. It provides AI/IT/OT related services.