Nakata Masaya

ナカタマサヤ | Nakata Masaya

Affiliation and department：
Job title： Associate Professor
Homepage URL (2)： http://www.nkt.ynu.ac.jp/ , http://www.nkt.ynu.ac.jp/en/

Research field (2)： Intelligent informatics , Soft computing

Research keywords (3)： Evolutionary Machine Learning , Machine Learning , Evolutionary Computation

Research theme for competitive and other funds (10)：

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Papers (65)：

Horaguchi, Y, Nishihara, K, Nakata, M. Evolutionary multiobjective optimization assisted by scalarization function approximation for high-dimensional expensive problems. SWARM AND EVOLUTIONARY COMPUTATION. 2024. 86
Nishihara, K, Nakata, M. Emulation-based adaptive differential evolution: fast and auto-tunable approach for moderately expensive optimization problems. COMPLEX & INTELLIGENT SYSTEMS. 2024
Nishihara, K, Nakata, M. Utilizing the Expected Gradient in Surrogate-assisted Evolutionary Algorithms. PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2023 COMPANION. 2023. 447-450
Horaguchi, Y, Nakata, M. High-Dimensional Expensive Optimization by Classification-based Multiobjective Evolutionary Algorithm with Dimensionality Reduction. 2023 62ND ANNUAL CONFERENCE OF THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS, SICE. 2023. 1535-1542
Hiruta Yusuke, Nishihara Kei, Koguma Yuji, Fujii Masakazu, Nakata Masaya. Automatic Construction of Loading Algorithms With Interactive Genetic Programming. IEEE ACCESS. 2022. 10. 125167-125180

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MISC (56)：

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Patents (6)：

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Lectures and oral presentations (115)：

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Education (3)：

2013 - 2015 The University of Electro-Communications Graduate School of Informatics and Engineering Department of Informatics
2011 - 2013 The University of Electro-Communications Graduate School of Informatics and Engineering Department of Informatics
2009 - 2011 The University of Electro-Communications Faculty of Electro Communications Department of Human Communication

Work history (11)：

2023/04 - 現在 Yokohama National University Institute for Multidisciplinary Sciences Associate Professor
2019/04 - 現在 Yokohama National University Graduate School of Engineering Department o Physics, Electrical and Computer Engineering Associate Professor
2019/04 - 現在 Yokohama National University College of Engineering Science Department of Mathematics, Physics, Electrical Engineering and Computer Science Associate Professor
2019/04 - 現在 Yokohama National University Graduate school of Engineering Science Department of Mathematics, Physics, Electrical Engineering and Computer Science Associate Professor
2019/04 - 現在 Yokohama National University Faculty of Engineering Division of Intelligent Systems Engineering Associate Professor

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Committee career (1)：

Awards (7)：

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