Parent selection strategies in niching genetic algorithms

RGG Farias, CS De Magalhães - 2018 IEEE Congress on …, 2018 - ieeexplore.ieee.org
… three parent selection strategies in a niching genetic algorithm: binary tournament, most …
genetic algorithm (GA) that uses the Restricted Tournament Selection (RTS) method for niching

NICGAR: a niching genetic algorithm to mine a diverse set of interesting quantitative association rules

D Martín, J Alcalá-Fdez, A Rosete, F Herrera - Information Sciences, 2016 - Elsevier
algorithms is to converge on the best solution of the problem. To overthrow this issue, in this
paper we present NICGAR, a new Niching Genetic Algorithm … rule of each niche found in the …

Learning of fuzzy cognitive maps using a niching-based multi-modal multi-agent genetic algorithm

Z Yang, J Liu - Applied Soft Computing, 2019 - Elsevier
… A niching-based multi-modal multi-agent genetic algorithm … is combined with existing
niching methods to form a niching-based multi-modal multi-agent genetic algorithm, labeled as …

Seeking multiple solutions: An updated survey on niching methods and their applications

X Li, MG Epitropakis, K Deb… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
… we also refer to niching methods as “multisolution” methods. Classic niching methods, including
fitness … Li, “A gradient-guided niching method in genetic algorithm for solving continuous …

A comparison of different types of Niching Genetic Algorithms for variable selection in solar radiation estimation

J Bustos, VA Jimenez, A Will - arXiv preprint arXiv:2002.06036, 2020 - arxiv.org
… This work aims to use a Niching Genetic Algorithm (… genetic algorithm system developed
can identify variables as critical, redundant, or equivalent to others. Niching Genetic Algorithm

Evolutionary niching in the GAtor genetic algorithm for molecular crystal structure prediction

F Curtis, T Rose, N Marom - Faraday discussions, 2018 - pubs.rsc.org
… 47, we demonstrated the effectiveness of evolutionary niching for … niching via a modified
cluster-based fitness function. In the following, we show that the use of evolutionary niching

Genetic algorithm niching by (Quasi-) infinite memory

A Worring, BE Mayer, K Hamacher - Proceedings of the Genetic and …, 2021 - dl.acm.org
… [4] we will use this arising niching to diversify a GA population in … niching to increase
population diversity for our single goal (to attain the global optimum) and not as much a method

Optimal design of IPMSM for fuel cell electric vehicles using autotuning elliptical niching genetic algorithm

YR Kang, JC Son, DK Lim - IEEE access, 2020 - ieeexplore.ieee.org
… autotuning niching genetic algorithm (ANGA) using the niche … , an autotuning elliptical niching
genetic algorithm (ANEGA) … niche region instead of the conventional circular niche region …

Building an expert system for printer forensics: A new printer identification model based on niching genetic algorithm

SM Darwish, HM ELgohary - Expert Systems, 2021 - Wiley Online Library
… of the printed letter ‘WOO’ and niching genetic search to select the good enough reduced
feature set… Niching methods extend genetic algorithms to domains that require the location and …

An Assessment of Niching Methods and Their Applications

V Sharma, R Kumar, S Tyagi - ICCCE 2018: Proceedings of the …, 2019 - Springer
genetic algorithm copies species. Applying these ideas, we can influence the person of the
genetic algorithm to … the idea of the niche into the genetic algorithm, and as a result the niche