Biogeography-based optimization: a 10-year review

H Ma, D Simon, P Siarry, Z Yang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Biogeography-based optimization (BBO) is an evolutionary algorithm which is inspired by
the migration of species between habitats. Almost 10 years have passed since the first BBO …

Single slice based detection for Alzheimer's disease via wavelet entropy and multilayer perceptron trained by biogeography-based optimization

SH Wang, Y Zhang, YJ Li, WJ Jia, FY Liu… - Multimedia Tools and …, 2018 - Springer
Detection of Alzheimer's disease (AD) from magnetic resonance images can help
neuroradiologists to make decision rapidly and avoid missing slight lesions in the brain …

[HTML][HTML] Novel integration of extreme learning machine and improved Harris hawks optimization with particle swarm optimization-based mutation for predicting soil …

A Bardhan, N Kardani, AK Alzo'ubi, B Roy… - Journal of Rock …, 2022 - Elsevier
The study proposes an improved Harris hawks optimization (IHHO) algorithm by integrating
the standard Harris hawks optimization (HHO) algorithm and mutation-based search …

A novel integrated approach of ELM and modified equilibrium optimizer for predicting soil compression index of subgrade layer of Dedicated Freight Corridor

A Bardhan, A GuhaRay, S Gupta, B Pradhan… - Transportation …, 2022 - Elsevier
This study proposes a high-performance machine learning model to sidestep the time of
conducting actual laboratory tests of soil compression index (C c), one of the important …

[HTML][HTML] Improving the interpretation of undrained shear strength from piezocone penetration tests by integrating soil physical properties using a hybrid meta-heuristic …

M Wu, Z Zhao, G Cai - Journal of Rock Mechanics and Geotechnical …, 2024 - Elsevier
Conventional empirical equations for estimating undrained shear strength (su) from
piezocone penetration test (CPTu) data, without incorporating soil physical properties, often …

Fireworks-inspired biogeography-based optimization

P Farswan, JC Bansal - Soft Computing, 2019 - Springer
BBO is one of the emerging meta-heuristic optimizer. It is based on sharing the features
among islands. This study proposes a hybrid algorithm obtained by incorporating fireworks …

[HTML][HTML] Adaptive neighbourhood for locally and globally tuned biogeography based optimization algorithm

PK Giri, SS De, S Dehuri - Journal of King Saud University-Computer and …, 2021 - Elsevier
Abstract Biogeography Based Optimization (BBO) is a population based metaheuristic
algorithm using the idea of migration and mutation operation of species for solving complex …

Design of wind farm layout with non-uniform turbines using fitness difference based BBO

JC Bansal, P Farswan, AK Nagar - Engineering Applications of Artificial …, 2018 - Elsevier
Biogeography-based optimization (BBO) is an emerging meta-heuristic algorithm. BBO is
inspired from the migration of species from one island to another. This study presents the …

KATZ centrality with biogeography-based optimization for influence maximization problem

A Salehi, B Masoumi - Journal of Combinatorial Optimization, 2020 - Springer
In the field of social networks, the Influence Maximization Problem (IMP) is one of the most
well-known issues that have attracted many researchers in recent years. Influence …

Seizure detection in EGG signal with novel optimization algorithm for selecting optimal thresholded offset Gaussian feature

VS Jebakumari, DS Saravanan, D Devaraj - Biomedical Signal Processing …, 2020 - Elsevier
EEG analysis is a responsible device in assessing the neurophysiological disorders
associated to the postsynaptic movement happened in the neocortex. In detecting the …