Accuracy Improvements in Linguistic Fuzzy Modeling
نام عام مواد
[Book]
نام نخستين پديدآور
edited by Jorge Casillas, Oscar Cordón, Francisco Herrera, Luis Magdalena.
وضعیت نشر و پخش و غیره
محل نشرو پخش و غیره
Berlin, Heidelberg :
نام ناشر، پخش کننده و غيره
Imprint: Springer,
تاریخ نشرو بخش و غیره
2003.
فروست
عنوان فروست
Studies in Fuzziness and Soft Computing,
مشخصه جلد
129
شاپا ي ISSN فروست
1434-9922 ;
یادداشتهای مربوط به مندرجات
متن يادداشت
Overview -- Accuracy Improvements Constrained by Interpretability Criteria -- Extending the Modeling Process to Improve the Accuracy -- Extending the Modeling Structure to Improve the Accuracy.
بدون عنوان
0
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
Fuzzy modeling usually comes with two contradictory requirements: interpretability, which is the capability to express the real system behavior in a comprehensible way, and accuracy, which is the capability to faithfully represent the real system. In this framework, one of the most important areas is linguistic fuzzy modeling, where the legibility of the obtained model is the main objective. This task is usually developed by means of linguistic (Mamdani) fuzzy rule-based systems. An active research area is oriented towards the use of new techniques and structures to extend the classical, rigid linguistic fuzzy modeling with the main aim of increasing its precision degree. Traditionally, this accuracy improvement has been carried out without considering the corresponding interpretability loss. Currently, new trends have been proposed trying to preserve the linguistic fuzzy model description power during the optimization process. Written by leading experts in the field, this volume collects some representative researcher that pursue this approach.
ویراست دیگر از اثر در قالب دیگر رسانه
شماره استاندارد بين المللي کتاب و موسيقي
9783642057038
قطعه
عنوان
Springer eBooks
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Artificial intelligence.
موضوع مستند نشده
Computer science.
موضوع مستند نشده
Economics.
موضوع مستند نشده
Engineering.
موضوع مستند نشده
Operations research.
موضوع مستند نشده
Physics.
موضوع مستند نشده
Translators (Computer programs).
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )