An insight into bio-inspired and evolutionary algorithms for global optimization: review, analysis, and lessons learnt over a decade of competitions

D Molina, A LaTorre, F Herrera - Cognitive Computation, 2018 - Springer
Over the recent years, continuous optimization has significantly evolved to become the
mature research field it is nowadays. Through this process, evolutionary algorithms had an …

A BP neural network prediction model based on dynamic cuckoo search optimization algorithm for industrial equipment fault prediction

W Zhang, G Han, J Wang, Y Liu - IEEE Access, 2019 - ieeexplore.ieee.org
The fault prediction problem for modern industrial equipment is a hot topic in current
research. So, this paper first proposes a dynamic cuckoo search algorithm. The algorithm …

Extracting new dispatching rules for multi-objective dynamic flexible job shop scheduling with limited buffer spaces

A Teymourifar, G Ozturk, ZK Ozturk, O Bahadir - Cognitive Computation, 2020 - Springer
Dispatching rules are among the most widely applied and practical methods for solving
dynamic flexible job shop scheduling problems in manufacturing systems. Hence, the …

[BOOK][B] Direction of arrival estimation and localization of multi-speech sources

N Dey, AS Ashour - 2018 - Springer
Speech processing and localization/tracking of acoustic sources have a significant role in
the automation of several applications, including video conferencing with audio-based …

Rank-based gravitational search algorithm: a novel nature-inspired optimization algorithm for wireless sensor networks clustering

S Ebrahimi Mood, MM Javidi - Cognitive Computation, 2019 - Springer
Recently, wireless sensor networks (WSNs) have had many real-world applications; they
have thus become one of the most interesting areas of research. The network lifetime is a …

Challenges and future perspectives in speech-sources direction of arrival estimation and localization

N Dey, AS Ashour, N Dey, AS Ashour - Direction of arrival estimation and …, 2018 - Springer
Challenges and Future Perspectives in Speech-Sources Direction of Arrival Estimation and
Localization | SpringerLink Skip to main content Advertisement SpringerLink Account Menu …

Clustering of remote sensing imagery using a social recognition-based multi-objective gravitational search algorithm

A Zhang, S Liu, G Sun, H Huang, P Ma, J Rong… - Cognitive …, 2019 - Springer
Cognitively inspired swarm intelligence algorithms (SIAs) have attracted much attention in
the research area of clustering since it can give machine the ability of self-learning to …

A big data approach for the extraction of fuzzy emerging patterns

ÁM García-Vico, P González, CJ Carmona… - Cognitive …, 2019 - Springer
Nowadays, the growth of available data, known as big data, and machine learning
techniques are changing our lives. The extraction of insights related to the underlying …

Contour propagation for radiotherapy treatment planning using nonrigid registration and parameter optimization: case studies in liver and breast cancer

E Vargas-Bedoya, JC Rivera, ME Puerta, A Angulo… - Applied Sciences, 2022 - mdpi.com
Radiotherapy treatments are carried out using computerized axial tomography. In radiation
therapy planning, the radiation oncologist must do a manual segmentation of volumes of …

Grey-Wolf-Based Wang's Demons for retinal image registration

S Chakraborty, R Pradhan, A S. Ashour, L Moraru… - Entropy, 2020 - mdpi.com
Image registration has an imperative role in medical imaging. In this work, a grey-wolf
optimizer (GWO)-based non-rigid demons registration is proposed to support the retinal …