کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4639210 1632037 2013 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A hybrid quantum inspired harmony search algorithm for 0–1 optimization problems
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
A hybrid quantum inspired harmony search algorithm for 0–1 optimization problems
چکیده انگلیسی

This paper presents a new hybrid natural algorithm based on Harmony Search Algorithm (HSA) and Quantum Computing (QC). The main features of the proposed algorithm called Quantum Inspired Harmony Search Algorithm (QIHSA) is the integration of quantum representation scheme in the basic harmony search algorithm that allows applying successfully some quantum inspired operators like measurement and interference. This hybridization between quantum inspired computing and harmony search algorithm has led to an efficient hybrid framework which achieves better balance between the exploration of HS algorithm and the exploitation capabilities of the quantum inspired computing. Experiments on knapsack problems show the effectiveness of the proposed framework and its ability to achieve good quality solutions.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Computational and Applied Mathematics - Volume 253, 1 December 2013, Pages 14–25
نویسندگان
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