Soft computing techniques for land use and land cover monitoring with multispectral remote sensing images: a review

KK Thyagharajan, T Vignesh - Archives of Computational Methods in …, 2019 - Springer
Multispectral remote sensing images are the primary source in the land use and land cover
(LULC) monitoring. This is achieved by LULC classification and LULC change detection …

Advancements in satellite image classification: methodologies, techniques, approaches and applications

GA Fotso Kamga, L Bitjoka, T Akram… - … Journal of Remote …, 2021 - Taylor & Francis
Segmentation and classification are two imperative, yet challenging tasks in image analysis
for remote-sensing applications. In the former, an image is divided into spatially continuous …

Global particle swarm optimization for high dimension numerical functions analysis

JJ Jamian, MN Abdullah, H Mokhlis… - Journal of Applied …, 2014 - Wiley Online Library
The Particle Swarm Optimization (PSO) Algorithm is a popular optimization method that is
widely used in various applications, due to its simplicity and capability in obtaining optimal …

Fuzzy c-means clustering and particle swarm optimization based scheme for common service center location allocation

R Gupta, SK Muttoo, SK Pal - Applied Intelligence, 2017 - Springer
Abstract Common Service Centers (CSCs), which are also known as Tele-centers and Rural
Kiosks, are important infrastructural options for any country aiming to provide E-Governance …

Accelerated biogeography-based optimization with neighborhood search for optimization

MR Lohokare, SS Pattnaik, BK Panigrahi, S Das - Applied Soft Computing, 2013 - Elsevier
Biogeography-based optimization (BBO) inherently lacks exploration capability that leads to
slow convergence. To address this limitation, authors present a memetic algorithm (MA) …

An elitist non-dominated sorting bat algorithm NSBAT-II for multi-objective optimization of phthalic anhydride reactor

S Prakash, V Trivedi, M Ramteke - International Journal of System …, 2016 - Springer
Nature inspired meta-heuristic algorithms are an integral part of modern optimization
techniques. One such algorithm is bat algorithm which is inspired from echolocation …

Hybrid computational intelligence algorithms and their applications to detect food quality

L Goel, S Raman, SS Dora, A Bhutani… - Artificial Intelligence …, 2020 - Springer
Food security is a major problem faced today. With primitive storage facilities, especially in
developing countries, it often leads to extensive losses. This work aims to develop …

Complex System Optimization Using Biogeography‐Based Optimization

D Du, D Simon - Mathematical Problems in Engineering, 2013 - Wiley Online Library
Complex systems are frequently found in modern industry. But with their multisubsystems,
multiobjectives, and multiconstraints, the optimization of complex systems is extremely hard …

Improved particle swarm optimization for selection of shield tunneling parameter values

G Hou, Z Xu, X Liu, C Jin - Computer Modeling in Engineering …, 2019 - ingentaconnect.com
This article proposes an exponential adjustment inertia weight immune particle swarm
optimization (EAIW-IPSO) to enhance the accuracy and reliability regarding the selection of …

An adaptive chaos particle swarm optimization for tuning parameters of PID controller

SK Nie, YJ Wang, S Xiao, Z Liu - Optimal Control Applications …, 2017 - Wiley Online Library
An adaptive chaos particle swarm optimization (ACPSO) is presented in this paper to tune
the parameters of proportional‐integral‐derivative (PID) controller. To avoid the local …