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Model Building and Optimization Analysis of MDF Continuous Hot-Pressing Process by Neural Network
المؤلفون المشاركون
Liu, Yaqiu
Li, Qingfa
Zhu, Liangkuan
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2016، العدد 2016 (31 ديسمبر/كانون الأول 2016)، ص ص. 1-16، 16ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2016-09-28
دولة النشر
مصر
عدد الصفحات
16
التخصصات الرئيسية
الملخص EN
We propose a one-layer neural network for solving a class of constrained optimization problems, which is brought forward from the MDF continuous hot-pressing process.
The objective function of the optimization problem is the sum of a nonsmooth convex function and a smooth nonconvex pseudoconvex function, and the feasible set consists of two parts, one is a closed convex subset of R n , and the other is defined by a class of smooth convex functions.
By the theories of smoothing techniques, projection, penalty function, and regularization term, the proposed network is modeled by a differential equation, which can be implemented easily.
Without any other condition, we prove the global existence of the solutions of the proposed neural network with any initial point in the closed convex subset.
We show that any accumulation point of the solutions of the proposed neural network is not only a feasible point, but also an optimal solution of the considered optimization problem though the objective function is not convex.
Numerical experiments on the MDF hot-pressing process including the model building and parameter optimization are tested based on the real data set, which indicate the good performance of the proposed neural network in applications.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Li, Qingfa& Liu, Yaqiu& Zhu, Liangkuan. 2016. Model Building and Optimization Analysis of MDF Continuous Hot-Pressing Process by Neural Network. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-16.
https://search.emarefa.net/detail/BIM-1111708
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Li, Qingfa…[et al.]. Model Building and Optimization Analysis of MDF Continuous Hot-Pressing Process by Neural Network. Mathematical Problems in Engineering No. 2016 (2016), pp.1-16.
https://search.emarefa.net/detail/BIM-1111708
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Li, Qingfa& Liu, Yaqiu& Zhu, Liangkuan. Model Building and Optimization Analysis of MDF Continuous Hot-Pressing Process by Neural Network. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-16.
https://search.emarefa.net/detail/BIM-1111708
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1111708
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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