کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1180745 1491540 2014 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A comparative study of multiresponse optimization criteria working ability
ترجمه فارسی عنوان
مطالعه تطبیقی ​​توانایی کارآیی معیارهای بهینه سازی چند پاسخ
موضوعات مرتبط
مهندسی و علوم پایه شیمی شیمی آنالیزی یا شیمی تجزیه
چکیده انگلیسی


• Four multiresponse optimization criteria built on different approaches are reviewed.
• Optimization criteria ability to depict Pareto frontiers is illustrated.
• Limitations of popular desirability-based criteria are shown.
• An easy-to-use, yet effective, criterion shows a consistent performance.

There is not a unique optimal solution for problems with multiple responses. Some solutions lead to operation conditions that are more hazardous, more costly or more difficult to implement and control. Therefore, it is useful for the analyst or decision-maker to use a criterion that can capture solutions evenly distributed along the so-called Pareto frontier. To provide information about criteria's working ability to depict Pareto frontiers, four optimization criteria built on different approaches were evaluated. Results show differences in criteria’s performance. In particular, a consistent performance of a global criterion and limitations of the widely used desirability-based criterion is stated.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Chemometrics and Intelligent Laboratory Systems - Volume 138, 15 November 2014, Pages 171–177
نویسندگان
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