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   Articles with "genetic algorithms" as a keyword



Efficient optimization of an accelerator neutron source for neutron capture therapy using genetic algorithms

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recommendations! Published in 2024 at "Medical Physics"

DOI: 10.1002/mp.17132

Abstract: In recent years, genetic algorithms have been applied in the field of nuclear technology design, producing superior optimization results compared to traditional methods. They can be employed in the design and optimization of beam shaping… read more here.

Keywords: optimization accelerator; genetic algorithms; neutron; efficient optimization ... See more keywords
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Epidemics Fuzzy Decision-Making Applications and Fuzzy Genetic Algorithms Efficiency Enhancement.

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recommendations! Published in 2020 at "Advances in experimental medicine and biology"

DOI: 10.1007/978-3-030-32622-7_7

Abstract: Fuzzy logic is an innovative scientific field with several successful applications. Genetic algorithms and fuzzy logic systems fusion provide real-world problems modeling through the development of intelligent and adaptive systems. Moreover, the statistical analysis of… read more here.

Keywords: genetic algorithms; fuzzy genetic; epidemiology; fuzzy logic ... See more keywords

Evolving neural networks with genetic algorithms to study the string landscape

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recommendations! Published in 2017 at "Journal of High Energy Physics"

DOI: 10.1007/jhep08(2017)038

Abstract: A bstractWe study possible applications of artificial neural networks to examine the string landscape. Since the field of application is rather versatile, we propose to dynamically evolve these networks via genetic algorithms. This means that… read more here.

Keywords: neural networks; string landscape; genetic algorithms; study ... See more keywords

Optimization of a butterfly valve disc using 3D topology and genetic algorithms

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recommendations! Published in 2017 at "Structural and Multidisciplinary Optimization"

DOI: 10.1007/s00158-017-1694-4

Abstract: Butterfly valves are a mechanical component used to regulate flow and pressure on a variety of tanks and pipeline systems. The design of this flow-control device needs to consider its structural performance as well as… read more here.

Keywords: genetic algorithms; butterfly valve; topology; optimization ... See more keywords
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Reconstruction of dynamic systems using genetic algorithms with dynamic search limits

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recommendations! Published in 2024 at "Engineering with Computers"

DOI: 10.1007/s00366-025-02141-z

Abstract: Mathematical modeling is a powerful tool for describing, predicting, and understanding complex phenomena exhibited by real-world systems. However, identifying the equations that govern a system’s dynamics from experimental data remains a significant challenge without a… read more here.

Keywords: reconstruction dynamic; using genetic; search; genetic algorithms ... See more keywords

Genetic algorithms identify individuals with high risk of severe liver disease caused by schistosomes

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recommendations! Published in 2020 at "Human Genetics"

DOI: 10.1007/s00439-020-02160-4

Abstract: Schistosomes induce severe hepatic disease, which is fatal in 2–10% of cases, mortality being higher in cases of co-infection with HBV or HCV. Hepatic disease occurs as a consequence of the chronic inflammation caused by… read more here.

Keywords: fibrosis; genetic algorithms; disease; hepatic disease ... See more keywords

Index tracking optimization with cardinality constraint: a performance comparison of genetic algorithms and tabu search heuristics

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recommendations! Published in 2017 at "Neural Computing and Applications"

DOI: 10.1007/s00521-017-2882-2

Abstract: The aim of this study was to compare the performance of the well-known genetic algorithms and tabu search heuristics with the financial problem of the partial tracking of a stock market index. Although the weights… read more here.

Keywords: index; search; genetic algorithms; tabu search ... See more keywords

Integrated computational intelligent paradigm for nonlinear electric circuit models using neural networks, genetic algorithms and sequential quadratic programming

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recommendations! Published in 2019 at "Neural Computing and Applications"

DOI: 10.1007/s00521-019-04573-3

Abstract: In this paper, a novel application of biologically inspired computing paradigm is presented for solving initial value problem (IVP) of electric circuits based on nonlinear RL model by exploiting the competency of accurate modeling with… read more here.

Keywords: paradigm; genetic algorithms; sequential quadratic; circuit ... See more keywords
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Automatic steel grades design for Jominy profile achievement through neural networks and genetic algorithms

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recommendations! Published in 2021 at "Neural Computing and Applications"

DOI: 10.1007/s00521-021-06242-w

Abstract: The paper proposes an approach to the design of the chemical composition of steel, which is based on neural networks and genetic algorithms and aims at achieving a desired hardenability behavior possibly matching other constraints… read more here.

Keywords: networks genetic; neural networks; genetic algorithms; jominy profile ... See more keywords

Applying Interactive Genetic Algorithms to Disassembly Sequence Planning

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recommendations! Published in 2019 at "International Journal of Precision Engineering and Manufacturing"

DOI: 10.1007/s12541-019-00276-w

Abstract: In addition to garbage sorting and resource recycling, green design should be a fundamental method for solving environmental problems, and design for disassembly is an important foundation of green design. This study focuses on providing… read more here.

Keywords: disassembly sequence; genetic algorithms; interactive genetic; sequence planning ... See more keywords

Multi-scale analysis and optimisation of three-dimensional woven composite structures combining response surface method and genetic algorithms

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recommendations! Published in 2017 at "CEAS Aeronautical Journal"

DOI: 10.1007/s13272-016-0227-y

Abstract: The paper proposes an optimisation strategy for the design of structures made of three-dimensional woven composites. The knowledge of the weaving architecture is essential to properly optimise the design of the structural components subjected to… read more here.

Keywords: response; response surface; surface method; genetic algorithms ... See more keywords