Harmony search (HS) algorithm is a novel metaheuristic algorithm, inspired by the phenomenon that musicians repeatedly adjust the pitch of each instrument to finally achieve a beautiful harmony state. Due to its
#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...
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...
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 ...
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
态子和声搜索算法(Dynamic Sub-HM Harmony Search, DSHS)。 4.1 算法编码 LNFSP属于典型的组合优化问题,而在HS算法中, 一个和声 X i ={x i1 x i2 x in } 代表 n 维实数向量,只有 将和声变量转变成工序才能评价每个个体的目标值,因 此构造从连续矢量到工件序列的转换是应用HS 解决 LNFSP问题的首要和关...
pyHarmonySearch is a pure Python implementation of the harmony search (HS) global optimization algorithm. - lanl/pyHarmonySearch
Nguyen K, Nguyen P, Tran N (2012) A hybrid algorithm of harmony search and bees algorithm for a university course timetabling problem. Int J Comput Sci Issues 9:12-17.Nguyen, K., P. Nguyen, and N. Tran, A hybrid algorithm of harmony search and bees algorithm for a university course ...
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 ...
In this paper we propose the new conception of Harmony Search (HS) algorithm for scientific workflow scheduling called Polyrhythmic Harmony Search (PHS). The main idea of Harmony search is based on the artificial phenomenon found in jazz musical performance, namely the process of searching for bet...