Evolutionary Intelligence
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Genetic algorithm for quality of service based resource allocation in cloud computing
Evolutionary Intelligence - Tập 14 - Trang 381-387 - 2019
In the recent years, cloud computing has emerged as one of the important fields in the information technology. Cloud offers different types of services to the web applications. The major issue faced by cloud customers are selecting the resources for their application deployment without compromising the quality of service (QoS) requirements. This paper proposed the improved optimization algorithm f......
An efficient hybrid PSO polygamous crossover based clustering algorithm
Evolutionary Intelligence - Tập 14 - Trang 1213-1231 - 2019
Clustering of data into cohesive groups is an open area of research with lots of applications in different domains. Many traditional and metaheuristic algorithms have been proposed in the literature, but the main inherent problem with most of these algorithms is that they can easily get trapped in local optima and can lead to premature convergence. Thus a significant balance is required between ex......
Designing a multi-agent system architecture for managing distributed operations within cloud manufacturing
Evolutionary Intelligence - Tập 14 - Trang 2051-2058 - 2020
Cloud manufacturing (CM) is a challenging scenario in the fourth stage of industrial production (i.e. Industry 4.0). In this context, the fusion of physical and virtual worlds in cyber-physical production systems transforms manufacturing resources into homogeneous services that can be shared and distributed in collaborative environments. CM systems are characterized by intelligent capability manag......
Một phương pháp hiệu quả cho quản lý khóa nhóm trong Internet of Things sử dụng phương pháp học máy Dịch bởi AI
Evolutionary Intelligence - Tập 14 - Trang 445-452 - 2019
Internet of Things (IoT) đại diện cho một mạng lưới các thiết bị phổ biến với các đặc tính và tính năng khác nhau. Việc cung cấp bảo mật trong IoT là rất quan trọng vì internet đóng vai trò nổi bật trong quá trình giao tiếp. Trong bài báo này, một cơ chế quản lý khóa nhóm và nhóm bậc mới được đề xuất. Các thiết bị được phân thành các nhóm và đặt vào các cấp bậc khác nhau. Lãnh đạo nhóm chia sẻ một......
#Internet of Things #quản lý khóa nhóm #học máy #bảo mật #mô hình hỗn hợp Gaussian
A random-permutation based GA for generalized traveling salesman problem in imprecise environments
Evolutionary Intelligence - Tập 16 - Trang 229-245 - 2021
A random-permutation technique and the features of the genetic algorithm (GA) are combined together to develop a novel heuristic for solving generalized travelling salesman problem. Here, the random-permutation technique is used to find the sequence of clusters of a probable solution in which a complete tour to be commenced. The features of GA are used to select the cities from different clusters ......
Hybrid evolutionary grey wolf optimizer for constrained engineering problems and multi-unit production planning
Evolutionary Intelligence - - Trang 1-84 - 2024
A novel approach called hybrid evolutionary GWO (HE-GWO) is proposed to enhance the effectiveness of the grey wolf optimizer (GWO) for handling dynamic landscapes. This approach combines the strengths of the canonical GWO with Differential Evolution (DE) to achieve a high-level hybridization. HE-GWO enhances the leadership-based guidance system and incorporates an evolutionary dimensional hunting ......
English text sentiment analysis based on generative adversarial network
Evolutionary Intelligence - Tập 16 - Trang 1599-1607 - 2022
English text sentiment analysis is an important task in natural language processing (NLP). Human civilization has a long history, and each region has its own unique history of language development. By the way, language is constantly updated and changed with the development of the times. Especially English is one of the most popular languages in the world. It has a long history and is widely used i......
A statistical and deep learning-based daily infected count prediction system for the coronavirus pandemic
Evolutionary Intelligence - Tập 15 - Trang 1947-1957 - 2021
We present new data analytics-based predictions results that can help governments to plan their future actions and also help medical services to be better prepared for the future. Our system can predict new corona cases with 99.82% accuracy using susceptible infected recovered (SIR) model. We have predicted the results of new COVID cases per day for dense and highly populated country i.e. India. W......
A survey of image encryption for healthcare applications
Evolutionary Intelligence - - 2022
Recently, medical image encryption has attracted many researchers because of security issues in the communication process. The recent COVID-19 has highlighted the fact that medical images are consistently created and disseminated online, leading to a need for protection from unauthorised utilisation. This paper intends to review the various medical image encryption approaches along with their meri......
Numerical optimization and feed-forward neural networks training using an improved optimization algorithm: multiple leader salp swarm algorithm
Evolutionary Intelligence - Tập 14 - Trang 1233-1249 - 2019
Metaheuristics are one of the most promising techniques for solving optimization problems. Salp swarm algorithm (SSA) is a new swarm intelligence based metaheuristic. To improve the performance of SSA, this paper introduces multiple leader salp swarm algorithm (MLSSA), which has more exploratory power than SSA. The algorithm is tested on several mathematical optimization benchmark functions. Resul......
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