Edge–cloud co-evolutionary algorithms for distributed data-driven optimization problems

XQ Guo, WN Chen, FF Wei, WT Mao… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Surrogate-assisted evolutionary algorithms (EAs) have been proposed in recent years to
solve data-driven optimization problems. Most existing surrogate-assisted EAs are for …

Distributed enhanced multi-objective evolutionary algorithm based on decomposition for cluster analysis in wireless sensor network

A Panwar, SJ Nanda - Journal of Network and Computer Applications, 2024 - Elsevier
Conventional clustering algorithms do not recognize patterns and structures with
contradicting objectives in large, distributed datasets. Distributed clustering leverages rapid …

A Classifier-Ensemble-Based Surrogate-Assisted Evolutionary Algorithm for Distributed Data-Driven Optimization

XQ Guo, FF Wei, J Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Surrogate-assisted evolutionary algorithms (SAEAs) have achieved effective performance in
solving complex data-driven optimization problems. In the Internet of Things environment …

Ball Detection Based on Color and Shape Features Captured by Omni-Directional Camera

B Hikmahwan, F Hario… - … International Seminar on …, 2023 - ieeexplore.ieee.org
The ability to detect the ball on a soccer robot is the key to victory in a match. However, in
reality, there are several things that can become a distraction in the detection process …

Distributed Weighted Fuzzy C-Means Clustering for Wireless Sensor Network Data Analysis

A Panwar, SJ Nanda - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
Fuzzy C-means (FCM) is a widely known clustering algorithm, which performs segregation
of a dataset by giving equal weightage to all the features associated with it. In case of …

Asynchronous distributed clustering algorithms for wireless mesh network

C Qiao - 2021 - cora.ucc.ie
Abstract Wireless Mesh Networks are becoming increasingly important in many applications.
In many cases, data is acquired by devices that are distributed in space, but effective actions …