检索结果-内蒙古大学图书馆

modified bat algorithm for Optimal VM’s in Cloud Computing

Computers, Materials & Continua 2022年第8期72卷 2877-2894页

作者： Amit Sundas Sumit Badotra Youseef Alotaibi Saleh Alghamdi Osamah Ibrahim Khalaf Department of Computer Science and Engineering Lovely Professional UniversityPhagwaraPunjab144411India Department of Computer Science College of Computer and Information SystemsUmm Al-Qura UniversityMakkah21955Saudi Arabia Department of Information Technology College of Computers and Information TechnologyTaif UniversityTaif21944Saudi Arabia Al-Nahrain Nano-Renewable Energy Research Center Al-Nahrain UniversityBaghdad10072Iraq

All task scheduling applications need to ensure that resources are optimally used,performance is enhanced,and costs are *** purpose of this paper is to discuss how to Fitness Calculate Values(FCVs)to provide application software with a reliable solution during the initial stages of load *** cloud computing environment is the subject of this *** consists of both physical and logical components(most notably cloud infrastructure and cloud storage)(in particular cloud services and cloud platforms).This intricate structure is interconnected to provide services to users and improve the overall system’s *** case study is one of the most important segments of cloud computing,i.e.,Load *** paper aims to introduce a new approach to balance the load among Virtual Machines(VM’s)of the cloud computing *** proposed method led to the proposal and implementation of an algorithm inspired by the bat algorithm(BA).This proposed modified bat algorithm(MBA)allows balancing the load among virtual *** proposed algorithm works in two variants:MBA with Overloaded Optimal Virtual Machine(MBAOOVM)and modified bat algorithm with Balanced Virtual Machine(MBABVM).MBA generates cost-effective solutions and the strengths of MBA are finally validated by comparing it with bat algorithm.

关键词： bat algorithm cloud computing fitness value calculation load balancing modified bat algorithm

来源：评论

学校读者我要写书评

暂无评论

A novel modified bat algorithm to improve the spatial geothermal mapping using discrete geodata in Catalonia-Spain

引用

MODELING EARTH SYSTEMS AND ENVIRONMENT 2024年第3期10卷 4415-4428页

作者： Lialestani, Seyed Poorya Mirfallah Parcerisa, David Himi, Mahjoub Shahri, Abbas Abbaszadeh Univ Politecn Cataluna Dept Min Ind & ICT Engn Manresa Spain Univ Barcelona Dept Mineral Petrol & Appl Geol Barcelona Spain Bircham Int Univ Dept Engn & Technol Madrid Spain

Metaheuristic algorithms due to flexibility can be applied to a wide range of complex engineering optimization problems. The effectiveness, efficiency, and adaptability of such algorithms can significantly be enhanced through the modified variants. In this paper a novel modified bat algorithm (MoBA) using the concept of expectation value is proposed and evaluated using different benchmark functions, and then compared and ranked among other previously improved variants. Subsequently, the proposed MoBA was hybridized with a pretrained multitask adaptive deep learning model to generate 3D spatial subsurface mapping of geothermal temperatures in Catalonia, Spain. The success, effectiveness and superiority of the presented MoBA in compare with previously modified firefly algorithm was confirmed using different accuracy performance criteria by at least 1.71% improvement.

关键词： modified bat algorithm 3D spatial map Geothermal Catalonia

来源：评论

学校读者我要写书评

暂无评论

Test Scheduling and Test Time Minimization of System-on-Chip Using modified bat algorithm

引用

IEEE ACCESS 2022年 10卷 126199-126216页

作者： Chandrasekaran, Gokul Kumar, Neelam Sanjeev Karthikeyan, P. R. Vanchinathan, K. Priyadarshi, Neeraj Twala, Bhekisipho Velalar Coll Engn & Technol Dept Elect & Elect Engn Erode 638012 India SIMATS Saveetha Sch Engn Dept Biomed Engn Chennai 602105 India SIMATS Saveetha Sch Engn Dept Elect & Commun Engn Chennai 602105 India JIS Coll Engn Dept Elect Engn Kolkata 741235 India Tshwane Univ Technol Digital Transformat Portfolio ZA-0183 Pretoria South Africa

System-on-Chip (SoC) is a structure in which semiconductor components are integrated into a single die. As a result, testing time should be reduced to achieve a low cost for each chip. Effective test scheduling can reduce the SoC testing time, which is more challenging due to its complexity. In this paper, the modified bat algorithm-based test scheduling is proposed. Testing is carried out on the SoC ITC'02 benchmark circuits. The modified bat method is a recently heuristic algorithm that performs global optimization by imitating bat echolocation. Compared to other state-of-the-art algorithms, the modified bat Optimization method reduces testing time on SoCs. This paper improves the algorithm's exploration process by adjusting the equation for bat loudness (A(0)) and pulse emission rate (r). The modified bat algorithm converges to the optimal solution faster. It has been used in 14 international standard test functions. The test results indicate that the modified bat algorithm has a fast convergence speed, which minimizes the testing time compared to other evolutionary algorithms on the ITC'02 SoC benchmark circuits.

关键词： Optimization Benchmark testing Convergence Scheduling Genetic algorithms Heuristic algorithms System-on-chip Test time system-on-chip modified bat algorithm bat algorithm test scheduling

来源：评论

学校读者我要写书评

暂无评论

Grid-Tied PV-BES system based on modified bat algorithm-FLC MPPT technique under uniform conditions

引用

NEURAL COMPUTING & APPLICATIONS 2021年第21期33卷 14929-14943页

作者： Zhao, Lijun Jiang, Mingxin Dadfar, Sajjad Ibrahim, Ahmed Aboelsaud, Raef Jamali, Farah Hebei Univ Sci & Technol Sch Econ & Management Shijiazhuang Hebei Peoples R China Huaiyin Inst Technol Fac Elect & Informat Engn Huaian Peoples R China Islamic Azad Univ Dept Elect Engn Saveh Branch Saveh Iran Zagazig Univ Dept Elect Power & Machines Engn Zagazig Egypt

Grid-connected photovoltaic (PV) systems play an important role in reducing emissions resulting from conventional fossil-fuel-based power plants. However, in order to effectively integrated PV systems into the power system, many challenges regarding these renewable resources such as extracting maximum power under various conditions should be solved. This paper suggests an enhanced maximum power point tracking (MPPT) by the fuzzy logic controller (FLC) and a modified bat algorithm (MBA) to fine-tune the parameters of the controller. The FLC is greatly affected by rule base and membership functions (MFs). The fine-tuning of such parameters cannot be appropriate when accurate information regarding the system is not available. To overcome the above-mentioned challenges, the MBA algorithm is utilized to optimize the scaling factors of MFs. Simulation results confirm that the suggested MBA-FLC method can effectively cope with the global maxima under different weather circumstances with high efficiency, faster tracking and stable output.

关键词： PV BES MPPT FLC controller modified bat algorithm

来源：评论

学校读者我要写书评

暂无评论

Multistage Condition Monitoring of batch Process Based on Multi-boundary Hypersphere SVDD with modified bat algorithm

引用

ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2021年第2期46卷 1647-1661页

作者： Zhang, Min Yi, Yuan Cheng, Wenming Southwest Jiaotong Univ Sch Mech Engn Chengdu 61003 Peoples R China Technol & Equipment Rail Transit Operat & Mainten Chengdu 610031 Peoples R China

Multistage characteristic has become one of the essential issues of batch process and several stage division approaches have been introduced to monitor the process. As the non-Gaussian and nonlinear problems of batch process, a hybrid intelligent method is developed to monitor the multistage conditions in this paper. The proposed algorithm includes converged stage division (CSD), multi-boundary hypersphere support vector data description (MH-SVDD), and modified bat algorithm (MBA). CSD algorithm is utilized to process the data and make the stage division, which consists of data length processing, three-dimension unfolding, and K-means clustering. MH-SVDD algorithm is to construct two hyperspheres, which can overcome the deficiency of traditional boundary SVDD. The Gaussian kernel function width parameter of MH-SVDD plays a very significant role in multistage fault monitoring, a modified bat algorithm is established to select the optimal parameter. The experimental of the semiconductor etching process is described, and the results demonstrate that the proposed model can gain higher fault monitoring accuracy in multistage condition monitoring of the batch process.

关键词： Semiconductor etching process Support vector data description Multi-boundary hypersphere modified bat algorithm

来源：评论

学校读者我要写书评

暂无评论

A modified directional bat algorithm for extensive inverse p-facility maxian location problems on networks

引用

SOFT COMPUTING 2022年第4期26卷 1941-1959页

作者： Mohammadi, Sepideh Alizadeh, Behrooz Baroughi, Fahimeh Afrashteh, Esmaeil Sahand Univ Technol Fac Basic Sci Dept Appl Math Tabriz Iran

This paper deals with an extensive variant of the inverse p-facility maxian location problem on networks in which the set of vertices is considered as the existing client points and the aim is to modify (augment or reduce) the underlying vertex weights and the arc lengths at the minimum overall cost with respect to the modification bounds so that a given set of p vertices, denoting the predetermined facility sites, becomes a p-facility maxian location of the perturbed network. A novel modified directional bat algorithm, as a meta-heuristic approach, is developed to solve the problem under the bottleneck-type Hamming, sum-type Hamming, rectilinear and Chebyshev cost norms. Through computational tests, the effectiveness of the proposed algorithm is shown.

关键词： Facility location problem Inverse optimization Nonlinear optimization modified bat algorithm Metaheuristics

来源：评论

学校读者我要写书评

暂无评论

Integration of Solar and Wind Based DGs with DSTATCOM in Distribution Systems using modified bat algorithm

引用

GAZI UNIVERSITY JOURNAL OF SCIENCE 2019年第3期32卷 895-912页

作者： Pottukkannan, Balamurugan Thangaraj, Yuvaraj Kaliyaperumal, Devabalaji Abdul Rasheed, Mohamed Imran Petha Perumal, Muthukannan Saveetha Sch Engn Saveetha Inst Med & Tech Sci Dept Elect & Elect Engn Chennai Tamil Nadu India Hindustan Inst Technol & Sci Dept Elect & Elect Engn Chennai Tamil Nadu India Vellore Inst Technol Dept Elect & Elect Engn Chennai Tamil Nadu India

Nowadays, renewable energy sources based distributed generations (REDGs) interconnection with distribution system is gaining more attention by the power system engineers since it meets increasing load demand and cancel out environmental threats. Suitable incorporation of REDGs in radial distribution system (RDS) is vital in ensuring qualitative network operational profits. In this present approach a modified bat algorithm (MBA) based optimization method is employed to allocate solar and wind DGs along with DSTATCOM in RDS. The proposed new multi objective function to mitigate power loss, bus voltage development stability betterment and Total Operating Cost (TOC) minimization. Proper modelling of solar irradiance and wind speed have been done in the RDS. The present approach is tested to Indian countrified system structure and standard IEEE 69-bus system, and received satisfactory outputs.

关键词： REDGs DSTATCOM Radial Distribution System modified bat algorithm

来源：评论

学校读者我要写书评

暂无评论

TWO-DEGREE-OF-FREEDOM PIDA CONTROLLERS DESIGN OPTIMIZATION FOR LIQUID-LEVEL SYSTEM BY USING modified bat algorithm

引用

INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL 2020年第2期16卷 715-732页

作者： Lurang, Kittisak Puangdownreong, Deacha Southeast Asia Univ Dept Elect Engn 19-1 Petchkasem Rd Bangkok 10160 Thailand

In this paper, an optimal design of the two-degree-of-freedom proportional-integral-derivative-accelerated (2DOF-PIDA) controllers for the liquid-level system based on the modern optimization by using the modified bat algorithm (MBA) is proposed. The MBA is the new modified version of the original bat algorithm (BA) developed from the echolocation behaviour of micro bats. To improve its exploration and exploitation properties, the random number drawn from a Levy-flight distribution and new loudness and pulse emission rate functions are proposed. Performance of the MBA over the BA investigated against 10 benchmark functions is presented in this paper. Results of the 2DOF-PIDA controllers designed by the proposed MBA for the liquid-level system are compared with those of the one-degree-of-freedom proportional-integral-derivative (1DOF-PID) controller designed by Ziegler-Nichols (ZN) tuning rule, 2DOF-PID designed by Araki-Taguchi (AT) tuning rule and 1DOF-PID and 1DOF-PIDA controllers designed by the MBA. As results, it was found that the liquid-level controlled system with the 2DOF-PIDA controllers designed by the MBA can provide very satisfactory responses superior to that with the 2DOF-PID controllers designed by AT and MBA and 1DOF-PID controller designed by ZN, significantly.

关键词： 2DOF-PIDA controllers modified bat algorithm Liquid-level system Modern optimization

来源：评论

学校读者我要写书评

暂无评论

Multi-step-ahead wind speed forecasting based on optimal feature selection and a modified bat algorithm with the cognition strategy

引用

RENEWABLE ENERGY 2018年第Apr.期118卷 213-229页

作者： Niu, Tong Wang, Jianzhou Zhang, Kequan Du, Pei Dongbei Univ Finance & Econ Sch Stat Dalian 116025 Liaoning Peoples R China Lanzhou Univ Coll Atmospher Sci Key Lab Arid Climat Change & Reducing Disaster Ga Lanzhou 730000 Gansu Peoples R China

With the arrival of big data, data mining analysis and high-performance forecasting of wind speed is increasingly attracting close attention. Despite the fact that massive investigations concerning wind speed forecasting in theory and practice have been conducted by multiple researchers, studies concerning multi-step-ahead forecasting are still lacking, impeding the further development in the field. In this study, a novel hybrid approach is proposed for multi-step-ahead wind speed forecasting utilizing optimal feature selection and an artificial neural network optimized by a modified bat algorithm with cognition strategy. The proposed hybrid model can largely remedy the deficiencies of neural networks for multi-step-ahead forecasting, which is validated for different forecasting horizons, and is shown to work effectively. Finally, experiments based on three verification units from the city of Penglai in China are conducted effectively, illustrating that the proposed model not only has advantages when compared with benchmark models, but also has great potential for application to wind power system. (C) 2017 Elsevier Ltd. All rights reserved.

关键词： Optimal feature selection modified bat algorithm Artificial neural network Multi-step-ahead wind speed forecasting

来源：评论

学校读者我要写书评

暂无评论

modified bat algorithm for Combined Economic and Emission Dispatch Problem

Modified Bat Algorithm for Combined Economic and Emission Di...

引用

International Conference on Advanced Engineering Theory and Applications (AETA)

作者： Ly Huu Pham Thin Huu Ho Thang Trung Nguyen Dieu Ngoc Vo Ton Duc Thang Univ Fac Elect & Elect Engn Ho Chi Minh City Vietnam Univ Tech Educ HCM City Fac Elect & Elect Engn 1 Vo Van Ngan St Hcm City Vietnam HCM City Univ Technol Dept Power Syst 268 Ly Thuong Kiet St10th Dist Hcm City Vietnam

ISBN: (纸本)9783319509044;9783319509037

The paper proposes a new modified bat algorithm (MBA) for solving combined economic and emission load dispatch (CEED) problems where transmission power losses are considered. The MBA is first developed in the paper by modifying the several modifications on the conventional bat algorithm (BA) in aim to improve the performance of the BA. The MBA is tested on two different systems with the transmission power losses. The performance of the MBA is evaluated by comparing obtained results with BA and other existing algorithms available in the study. As a result, it can be concluded that the MBA outperforms the BA and is very strong for solving the CEED problem.

关键词： modified bat algorithm Transmission power losses Economic load dispatch Emission dispatch Combined economic and emission dispatch

来源：评论

学校读者我要写书评

暂无评论

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案：

请选择收藏分类：

通借通还

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：