Search Results for author: Janez Brest

Found 8 papers, 2 papers with code

Two-phase Optimization of Binary Sequences with Low Peak Sidelobe Level Value

no code implementations30 Jun 2021 Borko Bošković, Janez Brest

To locate better sequences for this problem, we designed a stochastic algorithm that uses two fitness functions.

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

no code implementations4 Mar 2019 Borko Bošković, Janez Brest

The first phase is responsible for forming conformations with a good hydrophobic core or a set of compact hydrophobic amino acid positions.

Protein Folding

Protein Folding Optimization using Differential Evolution Extended with Local Search and Component Reinitialization

no code implementations19 Oct 2017 Borko Bošković, Janez Brest

The designed evolutionary algorithm has fast convergence speed and, therefore, when it is trapped into the local optimum or a relatively good solution is located, it is hard to locate a better similar solution.

Protein Folding

Making up for the deficit in a marathon run

no code implementations9 May 2017 Iztok Fister Jr., Dušan Fister, Suash Deb, Uroš Mlakar, Janez Brest, Iztok Fister

This paper proposes an automatic making up for the deficit by using a Differential Evolution algorithm.

Low-Autocorrelation Binary Sequences: On Improved Merit Factors and Runtime Predictions to Achieve Them

1 code implementation20 Jun 2014 Borko Bošković, Franc Brglez, Janez Brest

To mitigate the computational constraints of the problem, we consider solvers that accept odd values of sequence length $L$ and return solutions for skew-symmetric binary sequences only -- with the consequence that not all best solutions under this constraint will be optimal for each $L$.

A comprehensive review of firefly algorithms

no code implementations23 Dec 2013 Iztok Fister, Iztok Fister Jr., Xin-She Yang, Janez Brest

This paper carries out a comprehensive review of this living and evolving discipline of Swarm Intelligence, in order to show that the firefly algorithm could be applied to every problem arising in practice.

A Brief Review of Nature-Inspired Algorithms for Optimization

1 code implementation16 Jul 2013 Iztok Fister Jr., Xin-She Yang, Iztok Fister, Janez Brest, Dušan Fister

Swarm intelligence and bio-inspired algorithms form a hot topic in the developments of new algorithms inspired by nature.

Comparing various regression methods on ensemble strategies in differential evolution

no code implementations2 Jul 2013 Iztok Fister Jr., Iztok Fister, Janez Brest

Differential evolution possesses a multitude of various strategies for generating new trial solutions.

regression

Cannot find the paper you are looking for? You can Submit a new open access paper.