O

optimization

Unified interface for hyperparams / black box optimizers

This is a personal project demonstrating the application of Test-Driven Development (TDD) for various mathematical models, optimizations, and control systems.

A Bees Algorithm implementation in Matlab

A Bees Algorithm implementation in C++

Contains homeworks for the 'Solving optimization problems using evolutionary computing algorithms in Java' course - held by doc. dr. sc. Marko Čupić at FER, Zagreb.

Optimization tool for evaluation of design objectives in district heating system design

Trust region solver for small dense problems

AMPL optimization algorithm for the disk packing problem.

Coursework in Optimization Methods for Big Data 2016/2017.

A collection of notable optimization problems solved with AMPL.

Irene is a python package that aims to be a toolkit for global optimisation problems that can be realised algebraically. It generalises Lasserre's Relaxation method to handle theoretically any optimisation problem with bounded feasibility set. The method is based on solutions of generalised truncated moment problem over commutative real algebras.

Originally written to solve systems of integro-differential equations via collocation method in arbitrary number of variables. The current implementation of the method is based on a finite dimensional orthogonal system of functions.

Python app that solves Shortest Path problems on real OSM maps.

Exact algorithms to solve the Operator Placement Problem for Data Stream Processing applications.