Evolutionary Intelligence
Công bố khoa học tiêu biểu
* Dữ liệu chỉ mang tính chất tham khảo
Sắp xếp:
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...
Tổng số: 623
- 1
- 2
- 3
- 4
- 5
- 6
- 10