کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
380567 1437444 2014 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A novel fuzzy hybrid quantum artificial immune clustering algorithm based on cloud model
ترجمه فارسی عنوان
یک الگوریتم خوشه بندی ایمنی مصنوعی کوانتومی ترکیبی فازی بر اساس مدل ابر
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی

In this paper we propose a novel fuzzy hybrid quantum artificial immune clustering algorithm based on cloud model (C-FHQAI) to solve the stochastic problem. Fuzzy hybrid quantum artificial immune algorithm can be developed with some of the advantages of information processing where there is a certain amount of indeterminism with qubits, i.e. quantum bits, replacing classical neurons having deterministic states and also in place of the classical artificial immune algorithm with quantum operators.The fuzzy combinatorial fuzzy hybrid quantum artificial immune clustering algorithm (C-FHQAI) is more expressive than the other fuzzy theories and methods. Finally, numerical examples show that the clustering effectiveness of the C-FHQAI algorithm is fast convergence and improves the accuracy of the fuzzy calculation. We find that the C-FHQAI clustering algorithm has the perspective of widespread application.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Engineering Applications of Artificial Intelligence - Volume 35, October 2014, Pages 1–13
نویسندگان
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