PyCUTEst: an open source Python package of optimizationtest problems
Jaroslav Fowkes, Lindon Roberts, Árpád Bűrmen
Abstract
Solving mathematical optimization problems is a critical task for many disciplines, ranging from cutting-edge scientific research to the management of financial portfolios. Due to the inherent complexity of such problems, a plethora of different algorithms and software have been developed for solving them, and this necessitated a standard collection of test problems on which optimization algorithms and software can be evaluated. PyCUTEst provides efficient access to the extensive CUTEst In particular, PyCUTEst:
Topics & Concepts
Python (programming language)Open sourceComputer scienceProgramming languageOperating systemSoftwareAdvanced Optimization Algorithms ResearchAdvanced Multi-Objective Optimization AlgorithmsAdvanced Control Systems Optimization