Výsledky vyhledávání - "Khalili Abdullah"

Akademický článek

KGSA: A Gravitational Search Algorithm for Multimodal Optimization based on K-Means Niching Technique and a Novel Elitism Strategy

Autor: Golzari Shahram, Zardehsavar Mohammad Nourmohammadi, Mousavi Amin, Saybani Mahmoud Reza, Khalili Abdullah, Shamshirband Shahaboddin

Publikováno v: Open Mathematics, Vol 16, Iss 1, Pp 1582-1606 (2018)

Gravitational Search Algorithm (GSA) is a metaheuristic for solving unimodal problems. In this paper, a K-means based GSA (KGSA) for multimodal optimization is proposed. This algorithm incorporates K-means and a new elitism strategy called “loop in

Externí odkaz: https://doaj.org/article/ea0aaf05971641fdac52f26c5302a482

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Evolving Neural Networks with Optimal Balance between Information Flow and Connections Cost

Autor: Khalili, Abdullah, Bouchachia, Abdelhamid

Evolving Neural Networks (NNs) has recently seen an increasing interest as an alternative path that might be more successful. It has many advantages compared to other approaches, such as learning the architecture of the NNs. However, the extremely la

Externí odkaz: http://arxiv.org/abs/2202.06163

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Toward Building Science Discovery Machines

Autor: Khalili, Abdullah, Bouchachia, Abdelhamid

The dream of building machines that can do science has inspired scientists for decades. Remarkable advances have been made recently; however, we are still far from achieving this goal. In this paper, we focus on the scientific discovery process where

Externí odkaz: http://arxiv.org/abs/2103.15551

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