Parameter Analysis on Fruit Fly Optimization Algorithm

Hazim Iscan; Mesut Gunduz

首页> 外文期刊>Journal of Computer and Communications >Parameter Analysis on Fruit Fly Optimization Algorithm

【24h】

Parameter Analysis on Fruit Fly Optimization Algorithm

机译：果蝇优化算法的参数分析

获取原文

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

Fruit fly algorithm is a novel intelligent optimization algorithm based on foraging behavior of the real fruit flies. In order to find optimum solution for an optimization problem, fixed parameters are obtained as a result of manual test in fruit fly algorithm. In this study, it is aimed to find the optimum solution by analyzing the constant parameter concerning the direction of the algorithm instead of manual defining on initialization stage. The study shows an automated approach for finding the related parameter by utilizing grid search algorithm. According to the experimental results, it can be seen that this approach could be used as an alternative way for finding related parameter or other ones in order to achieve optimum model.

机译：果蝇算法是一种基于真实果蝇觅食行为的新型智能优化算法。为了找到优化问题的最优解，通过果蝇算法中的手动测试获得了固定参数。本研究旨在通过分析与算法方向有关的常数参数，而不是在初始化阶段手动定义来找到最佳解决方案。研究显示了一种利用网格搜索算法查找相关参数的自动方法。根据实验结果可以看出，该方法可以作为寻找相关参数或其他参数的一种替代方法，以实现最优模型。

著录项

来源
《Journal of Computer and Communications》 |2014年第4期|共5页
作者
Hazim Iscan; Mesut Gunduz;
展开▼
作者单位

展开▼
收录信息
原文格式 PDF
正文语种
中图分类计算技术、计算机技术;
关键词

相似文献

外文文献
中文文献
专利

1. A Comparative Analysis of Location Optimization of Three Fruit Fly Optimization Algorithms [J] . Wen-Tsao Pan, Zu-Chang Zhong, Yan-Mei Shao, Journal of Residuals Science & Technology . 2016,第8期

机译：三种果蝇优化算法位置优化的比较分析
2. Effects of Process Parameters on the Extraction of Quercetin and Rutin from the Stalks of Euonymus Alatus (Thumb.) Sieb and Predictive Model Based on Least Squares Support Vector Machine Optimized by an Improved Fruit Fly Optimization Algorithm [J] . Jiangqing Liao, Baida Qu, Nan Zheng Applied Sciences . 2016,第11期

机译：工艺参数对大叶黄杨茎中槲皮素和芦丁提取的影响及改进果蝇优化算法的最小二乘支持向量机预测模型
3. Effects of Process Parameters on the Extraction of Quercetin and Rutin from the Stalks of Euonymus Alatus (Thumb.) Sieb and Predictive Model Based on Least Squares Support Vector Machine Optimized by an Improved Fruit Fly Optimization Algorithm [J] . Jiangqing Liao, Baida Qu, Nan Zheng Applied Sciences . 2016,第11期

机译：工艺参数对大叶黄杨茎中槲皮素和芦丁提取的影响及改进果蝇优化算法的最小二乘支持向量机预测模型
4. Parameters Optimization of PID Controller Based on Improved Fruit Fly Optimization Algorithm [C] . Xiangyin Zhang, Guang Chen, Songmin Jia International conference on advances in swarm intelligence . 2018

机译：基于改进果蝇优化算法的PID控制器参数优化
5. From Foams to Fruit Flies - A Mathematical Analysis of Cellular Structures [D] . Miklius, Matthew P. 2011

机译：从泡沫到果蝇-细胞结构的数学分析
6. A hybrid model based on general regression neural network and fruit fly optimization algorithm for forecasting and optimizing paclitaxel biosynthesis in [O] . Mina Salehi, Siamak Farhadi, Ahmad Moieni, 2021

机译：一种基于一般回归神经网络的混合模型及果蝇优化算法预测和优化紫杉醇生物合成
7. Effects of Process Parameters on the Extraction of Quercetin and Rutin from the Stalks of Euonymus Alatus (Thumb.) Sieb and Predictive Model Based on Least Squares Support Vector Machine Optimized by an Improved Fruit Fly Optimization Algorithm [O] . Jiangqing Liao, Baida Qu, Nan Zheng 2016

机译：工艺参数对大叶黄杨茎槲皮素和芦丁提取的影响及基于最小二乘的预测模型

Parameter Analysis on Fruit Fly Optimization Algorithm

摘要

著录项

相似文献

相关主题

期刊订阅