کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
429897 687706 2008 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Minimization of decision trees is hard to approximate
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
Minimization of decision trees is hard to approximate
چکیده انگلیسی

Decision trees are representations of discrete functions with widespread applications in, e.g., complexity theory and data mining and exploration. In these areas it is important to obtain decision trees of small size. The minimization problem for decision trees is known to be NP-hard. In this paper the problem is shown to be even hard to approximate up to any constant factor under the assumption P≠NP.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Computer and System Sciences - Volume 74, Issue 3, May 2008, Pages 394-403