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
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...
#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...
Harmony-Search-Algorithm-for-CSPs-Matlab-CodeON**OT 上传16.82 KB 文件格式 zip "Harmony Search Algorithms for Solving CSPs" 是一种基于音乐和和谐概念的启发式优化算法,用于解决约束满足问题(CSPs)。该算法模拟音乐创作过程中的和声调整,通过不断优化候选解来逼近最优解。在算法执行过程中,候选解以音符的...
we propose a niche harmony search algorithm where joint entropy is utilized as a heuristic factor to guide the search for low or no marginal effect model, and two computationally lightweight scores are selected to evaluate and adapt to diverse of disease models. In order to obtain all possible...
The proposed methodology incorporates probabilistic methodology in the uncertainties representation section, while harmony search algorithm is adopted as a fast and reliable soft computing algorithm to solve the proposed nonlinear, non-convex, large-scaled and combinatorial problem. As an indispensable step ...
In this chapter an improved version of harmony search algorithm called an adaptive harmony search algorithm is presented. The harmony memory considering rate and pitch adjusting rate are conceived as the two main parameters of the technique for generatin
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
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 ...
2. Harmony search algorithm Meta-heuristic algorithms, as a group of optimization algorithms, mimic some natural phenomena to search the optimal solution of a problem in practical time. Among which, the harmony search imitates musical process of searching for a perfect state of harmony by musicians...