#include <iostream> #include <vector> #include <algorithm> #include <ctime> #include <cmath> // 用于数学计算 2. 定义和声搜索算法类 接下来,我们定义一个 HarmonySearch 类,该类封装了和声搜索算法的所有功能。 class HarmonySearch { public: // 构造函数,初始化参数 HarmonySearch(int dim, int HMS...
In the proposed algorithm, the harmony search (HS) algorithm is used as a global-search method and hybridized with a spreadsheet Solver to improve the results of the HS algorithm. With this purpose, the hybrid HSSolver algorithm has been proposed. In order to test the performance of the ...
An improved variant of the conventional Harmony Search algorithmGlobal optimizationHarmony Search algorithmMetaheuristicsOptimizationStandard test functionsThe Harmony Search algorithm (HS) has been used for optimization in different fields, and despite the relative short time it has been around, it already ...
The harmony search algorithm is a music-inspired optimization technology and has been successfully applied to diverse scientific and engineering problems. However, like other metaheuristic algorithms, it still faces two difficulties: parameter setting and finding the optimal balance between diversity and ...
2.1 Harmony search algorithm (HS) Harmony search (HS) [6] algorithm is a recently developed algorithm, and it is based on natural musical performance processes that occur when a musician searches for a better state of harmony, such as during jazz improvisation. Jazz improvisation seeks to find...
Harmony Search Algorithm (HSA) is an evolutionary algorithm which mimics the process of music improvisation to obtain a nice harmony. The algorithm has been successfully applied to solve optimization problems in different domains. A significant shortcomi
HS Method\nClassification of Modifications to the Original HS\nSurvey of Modified Algorithms\nTheoretical Analyses of the Original HS Algorithm\nReflection on the HS Literature\nReferences\nHarmony Search Methods for Multi-modal and Constrained Optimization\nHarmony Search Methods for Multi-modal and ...
pyHarmonySearch is a pure Python implementation of the harmony search (HS) global optimization algorithm. - lanl/pyHarmonySearch
In this paper, a novel hybrid harmony search (HHS) algorithm based on the integrated approach, is proposed for solving the flexible job shop scheduling problem (FJSP) with the criterion to minimize makespan. First of all, to make the harmony search (HS) algorithm adaptive to the FJSP, the ...
HS algorithm, proposed by Geem [40] in 2001, constitutes a globally heuristic derived from the inspiration of the process of harmony improvisation. Because of the advantages of advanced global search capability with few tuning parameters, good adaptability and scalability, HS has successfully been ...