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Two-Stage Genetic Algorithm for Designing Long Short Term Memory (LSTM) Ensembles
IEEE Congress on Evolutionary Computation, 2021Long Short Term Memory (LSTM) is a special kind of Recurrent Neural Networks popularly used in various applications. However, using a single LSTM is often not enough to attain reliable performance on complicated machine learning tasks.
Ramya Anasseriyil Viswambaran +3 more
semanticscholar +1 more source
Research on nonlocal optical metasurfaces design based on the genetic algorithm method
Nanophotonics and Micro/Nano Optics VII, 2021Optical metasurfaces are one of the most studied objects in the field of electromagnetism. However, designing optical metasurfaces to meet the desired transfer function is still very challenging.
Lingling Zhang +3 more
semanticscholar +1 more source
Inherited Platelet Function Disorders: Algorithms for Phenotypic and Genetic Investigation
Seminars in Thrombosis and Hemostasis, 2016Inherited platelet function disorders (IPFDs) manifest with mucocutaneous bleeding and are frequently difficult to diagnose due to their heterogeneity, the complexity of the platelet activation pathways and a lack of standardization of the platelet function laboratory assays and of their use for this purpose.
GRESELE, Paolo +2 more
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Blink reflex role in algorithmic genetic testing of inherited polyneuropathies
Muscle & Nerve, 2016In severely affected inherited polyneuropathy patients, primary demyelination can be difficult to determine by routine extremity limb nerve conduction studies (NCS). Blink reflexes may help classify severe polyneuropathies as either axonal or demyelinating.
Wei Wang +4 more
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IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), 2004
In this paper, we formulate a special type of multiobjective optimization problems, named biobjective 0/1 combinatorial optimization problem BOCOP, and propose an inheritable genetic algorithm IGA with orthogonal array crossover (OAX) to efficiently find a complete set of nondominated solutions to BOCOP.
Shinn-Ying, Ho +2 more
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In this paper, we formulate a special type of multiobjective optimization problems, named biobjective 0/1 combinatorial optimization problem BOCOP, and propose an inheritable genetic algorithm IGA with orthogonal array crossover (OAX) to efficiently find a complete set of nondominated solutions to BOCOP.
Shinn-Ying, Ho +2 more
openaire +2 more sources
Research on Logistics Distribution Route Based on Multi-objective Sorting Genetic Algorithm
Int. J. Artif. Intell. Tools, 2020With the continuous development of society, the social division of labor is further improved, and social production tends to be highly specialized and industrialized.
Jun Zhao +4 more
semanticscholar +1 more source
Development of Hybrid Genetic Algorithm for Automated Task Planning in Multi-Satellite System
2025 First International Conference on Advances in Computer Science, Electrical, Electronics, and Communication Technologies (CE2CT)In order to meet the various demands within the satellite broadband industry and to make better use of the available spectrum, communications satellites are becoming more versatile and capable.
D. Singh +5 more
semanticscholar +1 more source
The Concept of Confidence for Inheritance-Based Genetic Algorithms
2013In this article the possibility of saving evaluations during the running of the genetic algorithm is investigated. The study begins with the presentation of the concept on inheritance, already proposed in literature. The article develops further this idea with the addition of the concept of confidence, enabling the possibility of new schemes of ...
Rubén Aguilar-Rivera +2 more
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Genetic algorithm-based optimization for enhancing crop yield and resource efficiency in agriculture
Journal of Information and Optimization SciencesMaximization of crop yield with minimization of resource inputs is one of major problem faced by different agricultural practices. Global food security depends on achieving sustainable crop yield and resource efficiency in agriculture. Promising approach
S. Sahi
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International Conference on Wireless Communications and Mobile Computing
In order to ensure reliable transmission of important traffic in industrial networks, time-sensitive network (TSN) technology and fifth-generation mobile communication technology (5G) are introduced into the industrial network.
Jiawen Guo +5 more
semanticscholar +1 more source
In order to ensure reliable transmission of important traffic in industrial networks, time-sensitive network (TSN) technology and fifth-generation mobile communication technology (5G) are introduced into the industrial network.
Jiawen Guo +5 more
semanticscholar +1 more source