A multi-layered gravitational search algorithm for function optimization and real-world problems

Y Wang, S Gao, M Zhou, Y Yu - IEEE/CAA Journal of …, 2020 - ieeexplore.ieee.org
A gravitational search algorithm (GSA) uses gravitational force among individuals to evolve
population. Though GSA is an effective population-based algorithm, it exhibits low search …

A novel conflict measurement in decision-making and its application in fault diagnosis

F Xiao, Z Cao, A Jolfaei - IEEE Transactions on Fuzzy Systems, 2020 - ieeexplore.ieee.org
Dempster-Shafer evidence (DSE) theory, which allows combining pieces of evidence from
different data sources to derive a degree of belief function that is a type of fuzzy measure, is …

AltWOA: Altruistic Whale Optimization Algorithm for feature selection on microarray datasets

R Kundu, S Chattopadhyay, E Cuevas… - Computers in biology and …, 2022 - Elsevier
The data-driven modern era has enabled the collection of large amounts of biomedical and
clinical data. DNA microarray gene expression datasets have mainly gained significant …

Grey wolf optimizer based on Aquila exploration method

C Ma, H Huang, Q Fan, J Wei, Y Du, W Gao - Expert Systems with …, 2022 - Elsevier
The grey wolf optimizer (GWO) is an effective meta-heuristic algorithm. However, since the
update of the search agent's position often depends on the alpha wolf, it is easy to fall into a …

An Improved Moth-Flame Optimization algorithm with hybrid search phase

D Pelusi, R Mascella, L Tallini, J Nayak, B Naik… - Knowledge-Based …, 2020 - Elsevier
In order to solve real-life problems, several metaheuristic optimization algorithms have been
developed. The Moth-Flame Optimization (MFO) algorithm is a search algorithm based on a …

Deep Belief Network enhanced intrusion detection system to prevent security breach in the Internet of Things

N Balakrishnan, A Rajendran, D Pelusi, V Ponnusamy - Internet of things, 2021 - Elsevier
Abstract Internet of Things (IoT) is a new age technology, developed with the vision to
connect and interconnect all the objects everywhere. This technology enables an …

[HTML][HTML] Maximum-entropy-based decision-making trial and evaluation laboratory and its application in emergency management

Y Che, Y Deng, YH Yuan - Journal of Organizational and End User …, 2022 - igi-global.com
Decision-making trial and evaluation laboratory (DEMATEL) can visualize the structure of
complex causal relationships, so it is widely used in decision making. One of the important …

[HTML][HTML] An optimal fuzzy PID controller design based on conventional PID control and nonlinear factors

CT Chao, N Sutarna, JS Chiou, CJ Wang - Applied Sciences, 2019 - mdpi.com
This paper proposes an optimal fuzzy proportional–integral–derivative (PID) controller
design based on conventional PID control and nonlinear factors. With the equivalence …

Beetle antenna strategy based grey wolf optimization

Q Fan, H Huang, Y Li, Z Han, Y Hu, D Huang - Expert Systems with …, 2021 - Elsevier
Finding feasible solutions to real-world problems is a crucial task. Metaheuristic algorithms
are widely used in many fields due to the variety of solutions they can produce. The grey …

Vital spreaders identification in complex networks with multi-local dimension

T Wen, D Pelusi, Y Deng - Knowledge-Based Systems, 2020 - Elsevier
The important nodes identification has been an interesting problem in this issue. Several
centrality methods have been proposed to solve this problem, but most previous methods …