# polyhedral optimization

Published articles for polyhedral optimization.

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## Integer Set Library (ISL) - A Primer

DevFeed: [Integer Set Library (ISL) - A Primer](<https://devfeed.tech/articles/integer-set-library-isl-a-primer-40491.md>)

Original publisher: [Read original article](<https://www.jeremykun.com/2025/10/19/isl-a-primer/>)

Published: 2025-10-19T20:14:22Z

Content type: tutorial

Language: en

Sources: [Jeremy Kun](<https://devfeed.tech/sources/jeremy-kun.md>)

Topics: [Library](<https://devfeed.tech/topics/library.md>), [Optimization](<https://devfeed.tech/topics/optimization.md>), [compilers](<https://devfeed.tech/topics/compilers.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [mlir](<https://devfeed.tech/topics/mlir.md>)

Tags: [code](<https://devfeed.tech/tags/code.md>), [compilers](<https://devfeed.tech/tags/compilers.md>), [isl](<https://devfeed.tech/tags/isl.md>), [library](<https://devfeed.tech/tags/library.md>), [loops](<https://devfeed.tech/tags/loops.md>), [mathematics](<https://devfeed.tech/tags/mathematics.md>), [mlir](<https://devfeed.tech/tags/mlir.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [optimization](<https://devfeed.tech/tags/optimization.md>), [polyhedral-optimization](<https://devfeed.tech/tags/polyhedral-optimization.md>), [programming](<https://devfeed.tech/tags/programming.md>), [set-theory](<https://devfeed.tech/tags/set-theory.md>)

### AI overview

This primer introduces the Integer Set Library (ISL), an open-source C library that implements core algorithms for polyhedral optimization. It focuses on representing integer sets and relations, manipulating them, and the relationship between ISL and MLIR's Fast Presburger Library.

### Source excerpt

Polyhedral optimization is a tool used in compilers for optimizing loop nests. While the major compilers that use this implement polyhedral optimizations from scratch,1 there is a generally-applicable open source C library called the Integer Set Library (ISL) that implements the core algorithms used in polyhedral optimization. This article gives an overview of a subset of ISL, mainly focusing on the representation of sets and relations and basic manipulations on them.