کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1180440 962853 2008 5 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
OptiCat: A versatile open-source optimization platform for experimental design
موضوعات مرتبط
مهندسی و علوم پایه شیمی شیمی آنالیزی یا شیمی تجزیه
پیش نمایش صفحه اول مقاله
OptiCat: A versatile open-source optimization platform for experimental design
چکیده انگلیسی

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.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Chemometrics and Intelligent Laboratory Systems - Volume 93, Issue 2, 15 October 2008, Pages 167–171
نویسندگان
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