A comprehensive review on Jaya optimization algorithm

LSA da Silva, YLS Lúcio, LS Coelho… - Artificial Intelligence …, 2023 - Springer
Abstract The Jaya Algorithm is a relatively new population-based optimization, which has
become a progressively valuable tool in swarm intelligence. The Jaya algorithm …

Artificial intelligence for template-free protein structure prediction: a comprehensive review

MMM Mufassirin, MAH Newton, A Sattar - Artificial Intelligence Review, 2023 - Springer
Protein structure prediction (PSP) is a grand challenge in bioinformatics, drug discovery, and
related fields. PSP is computationally challenging because of an astronomically large …

Attracting potential customers in E-commerce environments: a comparative study of metaheuristic algorithms

R Yazdani, MJ Taghipourian, MM Pourpasha… - Processes, 2022 - mdpi.com
Internet technology has provided an indescribable new way for businesses to attract new
customers, track their behaviour, customise services, products, and advertising. Internet …

Performance evaluation of ingenious crow search optimization algorithm for protein structure prediction

AM Alshamrani, A Saxena, S Shekhawat, HM Zawbaa… - Processes, 2023 - mdpi.com
Protein structure prediction is one of the important aspects while dealing with critical
diseases. An early prediction of protein folding helps in clinical diagnosis. In recent years …

Bilinear optimization of protein structure prediction: An exact approach via AB off-lattice model

LSA da Silva, LO Seman, E Camponogara… - Computers in Biology …, 2024 - Elsevier
Protein structure prediction (PSP) remains a central challenge in computational biology due
to its inherent complexity and high dimensionality. While numerous heuristic approaches …

A GPU-based hybrid jDE algorithm applied to the 3D-AB protein structure prediction

M Boiani, RS Parpinelli - Swarm and Evolutionary Computation, 2020 - Elsevier
Abstract The Protein Structure Prediction (PSP) problem is one of the most significant open
problems in bioinformatics. In the AB off-lattice model, the protein sequence is labeled as …

Multi-S3p: protein secondary structure prediction with specialized multi-network and self-attention-based deep learning model

MMM Mufassirin, MAH Newton, J Rahman… - IEEE Access, 2023 - ieeexplore.ieee.org
Protein structure prediction (PSP) is a vital challenge in bioinformatics, structural biology and
drug discovery. Protein secondary structure (SS) prediction is critical since three …

Ab initio protein structure prediction using evolutionary approach: a survey

L Siqueira, S Venske - Revista de Informática Teórica e Aplicada, 2021 - seer.ufrgs.br
Abstract Protein Structure Prediction (PSP) problem is to determine the three-dimensional
structure of a protein only from its primary structure. Misfolding of a protein causes human …

A massively parallel speciation‐based differential evolution algorithm applied to the 3D‐AB protein structure prediction

R Stubs Parpinelli, M Boiani… - … : Practice and Experience, 2023 - Wiley Online Library
One of the most challenging problems in Bioinformatics is the finding of a protein
conformation and it is known as the Protein Structure Prediction (PSP) problem. The main …

Two-phase protein folding optimization on a three-dimensional AB off-lattice model

B Bošković, J Brest - Swarm and Evolutionary Computation, 2020 - Elsevier
This paper presents a two-phase protein folding optimization on a three-dimensional AB off-
lattice model. The first phase is responsible for forming conformations with a good …