کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
437682 690174 2015 17 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
On the isomorphism problem for decision trees and decision lists
ترجمه فارسی عنوان
در مورد مشکل ایزومورفیسم برای درخت تصمیم گیری و لیست تصمیم گیری
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
چکیده انگلیسی

We study the complexity of isomorphism testing for boolean functions that are represented by decision trees or decision lists. Our results are the following:
• Isomorphism testing of rank 1 decision trees is complete for logspace.
• For any constant r≥2r≥2, isomorphism testing for rank r   decision trees is polynomial-time equivalent to Graph Isomorphism. As a consequence of our reduction, we obtain our main result for decision trees: A 2n(log⁡s)O(1) time algorithm for isomorphism testing of decision trees of size s over n variables.
• The isomorphism problem for decision lists admits a Schaefer-type trichotomy: depending on the class of base functions, the isomorphism problem is either in LL, or polynomial-time equivalent to Graph Isomorphism, or coNPcoNP-hard.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Theoretical Computer Science - Volume 590, 26 July 2015, Pages 38–54
نویسندگان
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