Paper-Conference

Social Interactions Matter: Is Grey Wolf Optimizer a Particle Swarm Optimization Variation?

Many swarm-based algorithms are proposed using different inspirations from nature with the fact that they perform better than older versions. At the same time, some can resemble …

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Rodrigo Lira

Applying Reinforcement Learning to Combine Multiple Swarm-based Algorithms

Swarm intelligence is a very efficient field for the optimization of high-dimensional functions. Nevertheless, choosing the best swarm-based algorithm is still challenging because …

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Rodrigo Lira

Volitive Grey Wolf Optimizer

Swarm-based metaheuristics have become the most prominent method for solving optimization problems. Several operators already proposed in the literature can also be reused to …

joao-paulo-f.-g.-da-silva

Applying Reinforcement Learning for Multiple Functions in Swarm Intelligence

Swarm intelligence (SI) algorithms have become popular due to their self-learning characteristics and adaptability to external changes. They can find reasonable solutions to …

andre-a.-v.-escorel-ribeiro

INOVA ID RS: Desenvolvimento de um Sistema de Gestão de Identidade Federada Aderente ao Ecossistema de Inovação Rio Grande do Sul

O governo do estado do Rio Grande do Sul criou o programa INOVA RS com o propósito de fomentar a colaboração entre diversos atores do ecossistema de inovação gaúcho, visando …

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Rodrigo Lira

Desenvolvimento de um Advergame para a Divulgação Institucional

Advergames são jogos criados para realizar publicidade. Através deles, os usuários emergem num mundo criado para realizar a propaganda de algum produto ou marca. Neste projeto foi …

fabio-julio

Integrating Reinforcement Learning and Optimization Task: Evaluating an Agent to Dynamically Select PSO Communication Topology

A recent study catalogued hundreds of meta-heuristics proposed over the past three decades in Swarm Intelligence (SI) literature. This scenario makes it difficult for the …

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Rodrigo Lira

Boolean Binary Grey Wolf Optimizer

Several binary swarm algorithms use the identical continuous proposal, adding a transfer function to mapping from continuous to binary space. It has been shown that binary …

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Rodrigo Lira

Modelling the Social Interactions in Grey Wolf Optimizer

Swarm Intelligence has been successfully used for solving high-dimensional and multimodal optimization problems. However, the wide range of swarm-based techniques, operators, and …

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Rodrigo Lira

Fishing for Interactions: A Network Science Approach to Modeling Fish School Search

Computational swarm intelligence effectively solves high-dimen-sional optimization problems because of its flexibility, robustness,and (low) computational cost. Despite these …

mariana-macedo