Bio-inspired computation: Where we stand and what's next

J Del Ser, E Osaba, D Molina, XS Yang… - Swarm and Evolutionary …, 2019 - Elsevier
In recent years, the research community has witnessed an explosion of literature dealing
with the mimicking of behavioral patterns and social phenomena observed in nature towards …

A clustering algorithm applied to the binarization of swarm intelligence continuous metaheuristics

J García, B Crawford, R Soto, G Astorga - Swarm and evolutionary …, 2019 - Elsevier
The binarization of Swarm intelligence continuous metaheuristics is an area of great interest
in operations research. This interest is mainly due to the application of binarized …

A comprehensive study of chaos embedded bridging mechanisms and crossover operators for grasshopper optimisation algorithm

A Saxena - Expert Systems with Applications, 2019 - Elsevier
In recent years, the trend of embedding chaos in the optimization algorithms has grown
multifold. Usually, the chaotic algorithms employ chaotic sequences instead of random …

Auto-selection mechanism of differential evolution algorithm variants and its application

Q Fan, X Yan, Y Zhang - European Journal of Operational Research, 2018 - Elsevier
Each type of problems, such as unimodal/multimodal, linear/non-linear, convex/non-convex,
and symmetrical/asymmetrical, has its own characteristics. Although various differential …

Five discrete symbiotic organisms search algorithms for simultaneous optimization of feature subset and neighborhood size of KNN classification models

TW Liao, RJ Kuo - Applied Soft Computing, 2018 - Elsevier
This paper develops five new discrete Symbiotic Organisms Search (SOS) algorithms for
simultaneous optimization of feature subset and neighborhood size of k-nearest neighbor …

Speed up differential evolution for computationally expensive protein structure prediction problems

H Rakhshani, L Idoumghar, J Lepagnot… - Swarm and Evolutionary …, 2019 - Elsevier
Protein structure prediction (PSP) plays an important role in the field of computational
molecular biology. Although powerful optimization algorithms have been proven effective to …

Protein folding optimization using differential evolution extended with local search and component reinitialization

B Bošković, J Brest - Information Sciences, 2018 - Elsevier
This paper presents a novel Differential Evolution algorithm for protein folding optimization
that is applied to a three-dimensional AB off-lattice model. The proposed algorithm includes …

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 …

Spatial-domain fitness landscape analysis for combinatorial optimization

H Lu, R Zhou, Z Fei, C Guan - Information Sciences, 2019 - Elsevier
Fitness landscape analysis has been effectively used to analyze the characteristics of
combinatorial optimization problems (COPs) while investigating the behavior of applied …

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 …