Title of article :
OptiCat: A versatile open-source optimization platform for experimental design
Author/Authors :
Clerc، نويسنده , , Frédéric and Farrusseng، نويسنده , , David and Mirodatos، نويسنده , , Claude، نويسنده ,
Issue Information :
دوفصلنامه با شماره پیاپی سال 2008
Abstract :
A new open-source software for experimental design is presented. It consists at a platform which enables to design specific optimization algorithms by simple drag and drop from a toolbox. Complex workflows can be implemented and tested within a few minutes by experimentalists. OptiCat can integrate MS Excel©, MatLab© and Statistica© functionalities for batch calculations. Optimization results on a custom benchmark are presented as examples. Four different algorithms are studied: genetic algorithm, evolutionary strategy, Tabu Search and simulated annealing. Advantages to use OptiCat in the frame of parallel experimentation in Material Science and Catalysis are addressed.
Keywords :
Design of experiments , Benchmark , open-source software , SIMULATED ANNEALING , optimization , genetic algorithm , Evolutionary strategy
Journal title :
Chemometrics and Intelligent Laboratory Systems
Journal title :
Chemometrics and Intelligent Laboratory Systems