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Control of Discrete Event Systems by Means of Discrete Optimization and Disjunctive Colored PNs: Application to Manufacturing Facilities
المؤلفون المشاركون
Pérez, Mercedes
Latorre-Biel, Juan-Ignacio
Blanco-Fernández, Julio
Martínez-Cámara, Eduardo
Jiménez, Emilio
المصدر
العدد
المجلد 2014، العدد 2014 (31 ديسمبر/كانون الأول 2014)، ص ص. 1-16، 16ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2014-06-11
دولة النشر
مصر
عدد الصفحات
16
التخصصات الرئيسية
الملخص EN
Artificial intelligence methodologies, as the core of discrete control and decision support systems, have been extensively applied in the industrial production sector.
The resulting tools produce excellent results in certain cases; however, the NP-hard nature of many discrete control or decision making problems in the manufacturing area may require unaffordable computational resources, constrained by the limited available time required to obtain a solution.
With the purpose of improving the efficiency of a control methodology for discrete systems, based on a simulation-based optimization and the Petri net (PN) model of the real discrete event dynamic system (DEDS), this paper presents a strategy, where a transformation applied to the model allows removing the redundant information to obtain a smaller model containing the same useful information.
As a result, faster discrete optimizations can be implemented.
This methodology is based on the use of a formalism belonging to the paradigm of the PN for describing DEDS, the disjunctive colored PN.
Furthermore, the metaheuristic of genetic algorithms is applied to the search of the best solutions in the solution space.
As an illustration of the methodology proposal, its performance is compared with the classic approach on a case study, obtaining faster the optimal solution.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Latorre-Biel, Juan-Ignacio& Jiménez, Emilio& Pérez, Mercedes& Blanco-Fernández, Julio& Martínez-Cámara, Eduardo. 2014. Control of Discrete Event Systems by Means of Discrete Optimization and Disjunctive Colored PNs: Application to Manufacturing Facilities. Abstract and Applied Analysis،Vol. 2014, no. 2014, pp.1-16.
https://search.emarefa.net/detail/BIM-1034030
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Latorre-Biel, Juan-Ignacio…[et al.]. Control of Discrete Event Systems by Means of Discrete Optimization and Disjunctive Colored PNs: Application to Manufacturing Facilities. Abstract and Applied Analysis No. 2014 (2014), pp.1-16.
https://search.emarefa.net/detail/BIM-1034030
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Latorre-Biel, Juan-Ignacio& Jiménez, Emilio& Pérez, Mercedes& Blanco-Fernández, Julio& Martínez-Cámara, Eduardo. Control of Discrete Event Systems by Means of Discrete Optimization and Disjunctive Colored PNs: Application to Manufacturing Facilities. Abstract and Applied Analysis. 2014. Vol. 2014, no. 2014, pp.1-16.
https://search.emarefa.net/detail/BIM-1034030
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1034030
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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