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Top- k Based Adaptive Enumeration in Constraint Programming
المؤلفون المشاركون
Soto, Ricardo
Paredes, Fernando
Monfroy, Eric
Castro, Carlos
Palma, Wenceslao
Olivares, Rodrigo
Crawford, Broderick
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-12، 12ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-02-22
دولة النشر
مصر
عدد الصفحات
12
التخصصات الرئيسية
الملخص EN
Constraint programming effectively solves constraint satisfaction and optimization problems by basically building, pruning, and exploring a search tree of potential solutions.
In this context, a main component is the enumeration strategy, which is responsible for selecting the order in which variables and values are selected to build a possible solution.
This process is known to be quite important; indeed a correct selection can reach a solution without failed explorations.
However, it is well known that selecting the right strategy is quite challenging as their performance is notably hard to predict.
During the last years, adaptive enumeration appeared as a proper solution to this problem.
Adaptive enumeration allows the solving algorithm being able to autonomously modifying its strategies in solving time depending on performance information.
In this way, the most suitableorder for variables and values is employed along the search.
In this paper, we present a new and more lightweight approach for performing adaptive enumeration.
We incorporate a powerful classification technique named Top- k in order to adaptively select strategies along the resolution.
We report results on a set of well-known benchmarks where the proposed approach noticeably competes with classical and modern adaptive enumeration methods for constraint satisfaction.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Soto, Ricardo& Crawford, Broderick& Palma, Wenceslao& Monfroy, Eric& Olivares, Rodrigo& Castro, Carlos…[et al.]. 2015. Top- k Based Adaptive Enumeration in Constraint Programming. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-12.
https://search.emarefa.net/detail/BIM-1074187
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Soto, Ricardo…[et al.]. Top- k Based Adaptive Enumeration in Constraint Programming. Mathematical Problems in Engineering No. 2015 (2015), pp.1-12.
https://search.emarefa.net/detail/BIM-1074187
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Soto, Ricardo& Crawford, Broderick& Palma, Wenceslao& Monfroy, Eric& Olivares, Rodrigo& Castro, Carlos…[et al.]. Top- k Based Adaptive Enumeration in Constraint Programming. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-12.
https://search.emarefa.net/detail/BIM-1074187
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1074187
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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تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر
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