An improved symbiotic organisms search algorithm for higher dimensional optimization problems

S Chakraborty, S Nama, AK Saha - Knowledge-Based Systems, 2022 - Elsevier
The symbiotic organisms search (SOS) algorithm was introduced by considering the
relationships among the creatures in a natural ecosystem. Despite the superior efficiency of …

An improved heterogeneous comprehensive learning symbiotic organism search for optimization problems

AO Abdulsalami, M Abd Elaziz… - Knowledge-Based …, 2024 - Elsevier
Abstract The Symbiotic Organism Search (SOS) algorithm, and most of its variants, exhibit
the same search behaviour. That is, each organism or individual in the ecosystem applies …

A novel chaotic artificial gorilla troops optimizer and its application for fundus images segmentation

GI Sayed, AE Hassanien - Proceedings of the International Conference on …, 2022 - Springer
This paper introduces an improved version of Gorilla Troops Optimizer (GTO) based on
Chaotic maps, namely chaotic Gorilla Troops Optimizer (CGTO). GTO like other swarm …

[PDF][PDF] A systematic review of symbiotic organisms search algorithm for data clustering and predictive analysis

AFJ AL-Gburi, MZA Nazri, MRB Yaakub… - Journal of Intelligent …, 2024 - degruyter.com
In recent years, the field of data analytics has witnessed a surge in innovative techniques to
handle the ever-increasing volume and complexity of data. Among these, nature-inspired …

Chaotic oppositional-based whale optimization to train a feed forward neural network

R Chatterjee, R Mukherjee, PK Roy, DK Pradhan - Soft Computing, 2022 - Springer
The feed forward neural network (FNN) has a significant breakthrough in recent times in
solving different real-life complex problems. The success of FNN is primarily attributed to its …

Battle royale optimizer for multilevel image thresholding

T Akan, D Oliva, AR Feizi-Derakhshi… - The Journal of …, 2024 - Springer
Image segmentation, the process of partitioning an image into meaningful regions, is a
fundamental step in image processing, crucial for applications like computer vision, medical …

CCOCSA-based multi-frame sparse coding super-resolution via mutual information-based weighted image fusion

A Mukhopadhyay, D Nandi, U Pal… - Multimedia Tools and …, 2024 - Springer
Image super-resolution (SR) is one of the most urgent requirements in many applications in
computer vision. Though many techniques have been proposed to date, they are not …

Plant Leaf Disease Detection Using Metaheuristic Optimization Algorithms and Deep Learning.

P Subbiah, K Nagappan - Revue d'Intelligence Artificielle, 2024 - search.ebscohost.com
Plant diseases significantly reduce the yield and the production of crops across the globe.
Crop productivity, plant development and human access to food have all been hampered by …

An aircraft surface damage region rapid division method

S Cai, L Shi - Multimedia Tools and Applications, 2023 - Springer
In order to realize the division of damage region accurately and efficiently, an aircraft surface
damage region rapid division method is proposed in this paper. Gaussian convolution is …