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LP & QP Java Performance Report

ojAlgo aims to have the best set of pure Java solvers available.

www.ojalgo.org/2025/11/lp-q...
LP & QP Java Performance Report
ojAlgo aims to have the best set of pure Java solvers available, and to be roughly on par with good native code solvers when the models are not too big or numerically challenging. Below are the result...
www.ojalgo.org
November 4, 2025 at 9:44 PM
I guess this means no preview/incubator until Java 27 at the earliest.
October 27, 2025 at 9:26 PM
Will it preview in Java 26?
September 12, 2025 at 1:46 PM
ojAlgo 56.0.0: JPMS module (“ojalgo”); new sparse CSC/CSR matrices + sparse LU (Forrest–Tomlin); faster RawStore matmul; big LP/QP/MIP gains (better basis, pseudo‑costs, cuts); public eigen sorting; refactored array factories; improved HW detection; fixes.
August 23, 2025 at 5:57 PM
Only Apple gets away with this!
August 12, 2025 at 3:41 PM
Is "enforced during build" really a good idea? I'm not comfortable with that. It should be during editing, or at save. I'm happy to use a tool to help keep things consistent, but after I say I'm done no tool should change anything in the source code.
July 18, 2025 at 4:09 PM
The concept of the people's home "the public home" has come to be associated with the Swedish Social Democratic Labor Party and Per Albin Hansson, who launched it as a concept on January 18, 1928, meaning a society that is a home for all the people, and is characterized by consensus and equality.
May 15, 2025 at 5:55 AM
Reposted
This is Marco Rubio explaining how the USA promised to defend Ukraine forever if they got rid of their nuclear arsenal left after the Soviet Union fell.

This is why lil marco was sinking into the couch. He was hoping we wouldn’t find itâ€Ĥso don’t RT right now this very second.
March 2, 2025 at 4:55 PM
Ever wonder how to hook up your mathematical optimisation solver to ojAlgo?

Here's a blog post outlining what to do:

www.ojalgo.org/2025/02/hook...
Hooking Your Solver to ojAlgo
This post aims to demonstrate how to make a solver usable from ExpressionsBasedModel. To do that we first implement a very simple solver, and then the integration. There are some very high-level ojAlg...
www.ojalgo.org
February 8, 2025 at 3:44 PM
ojAlgo v55.1.0 is out!

This minor release:
1. New clustering support
2. Refactoring of all (file) reader/writer utilities

Main features:
1. Fastest pure Java, no dependencies, linear algebra
2. Most complete pure Java, no dependencies, mathematical optimisation

github.com/optimatika/o...
github.com
December 23, 2024 at 8:10 AM
Released a bug fix for ojAlgo, v55.0.1
In some odd cases the LP solver failed to recognise a problem as unbounded and instead returned a solution with infinite values and stated it to be optimal.
github.com/optimatika/o...
GitHub - optimatika/ojAlgo: oj! Algorithms
oj! Algorithms. Contribute to optimatika/ojAlgo development by creating an account on GitHub.
github.com
November 17, 2024 at 1:21 PM
ojAlgo v55

github.com/optimatika/o...

ojAlgo is a pure Java, no dependencies, maths and optimisation library (that's like AI).

Among other things it contains LP, QP and MIP optimisation solvers.
github.com
November 14, 2024 at 7:54 PM