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Evolutionary Computation, Machine Learning
Japan

Biography

Kei NISHIHARA received B.Eng. and M.Eng. from Yokohama National University, Yokohama, Japan, in 2020 and 2022, respectively. He is now a doctoral student at Yokohama National University. His current research interest includes evolutionary computation. He belongs to the Evolutionary Intelligence Research Group (Nakata Lab.), which deals with Evolutionary Rule-based Machine Learning (ERL or EML) and Evolutionary Computation (EC). He is also a student member of IEEE (and CIS), IEEJ, IPSJ, and JPNSEC. JSPS Research Fellow (DC1).

Qualification: Applied Information Technology Engineer, Fundamental Information Technology Engineer, The Third Class Electric Chief Engineer.

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Education and qualifications (2)

Yokohama National University: Yokohama, JP

2020-04-01 to 2025-03-31 (Graduate School of Engineering Science)
Education
Source: Self-asserted source
Kei Nishihara

Yokohama National University: Yokohama, JP

2016-04-01 to 2020-03-01 (College of Engineering Science)
Education
Source: Self-asserted source
Kei Nishihara

Works (4)

A Surrogate-Assisted Partial Optimization for Expensive Constrained Optimization Problems

2024 | Book chapter
Contributors: Kei Nishihara; Masaya Nakata
Source: check_circle
Crossref

Emulation-based adaptive differential evolution: fast and auto-tunable approach for moderately expensive optimization problems

Complex & Intelligent Systems
2024-06 | Journal article
Contributors: Kei Nishihara; Masaya Nakata
Source: check_circle
Crossref

Evolutionary multiobjective optimization assisted by scalarization function approximation for high-dimensional expensive problems

Swarm and Evolutionary Computation
2024-04 | Journal article
Contributors: Yuma Horaguchi; Kei Nishihara; Masaya Nakata
Source: check_circle
Crossref

Utilizing the Expected Gradient in Surrogate-assisted Evolutionary Algorithms

2023-07-15 | Conference paper
Contributors: Kei Nishihara; Masaya Nakata
Source: check_circle
Crossref