Search Results for author: Xiaoming Xue

Found 4 papers, 2 papers with code

Rank-Based Learning and Local Model Based Evolutionary Algorithm for High-Dimensional Expensive Multi-Objective Problems

1 code implementation19 Apr 2023 Guodong Chen, Jiu Jimmy Jiao, Xiaoming Xue, Zhongzheng Wang

In this work, a novel Classifier-assisted rank-based learning and Local Model based multi-objective Evolutionary Algorithm (CLMEA) is proposed for high-dimensional expensive multi-objective optimization problems.

Evolutionary Algorithms

A Scalable Test Problem Generator for Sequential Transfer Optimization

2 code implementations17 Apr 2023 Xiaoming Xue, Cuie Yang, Liang Feng, Kai Zhang, Linqi Song, Kay Chen Tan

Lastly, a benchmark suite with 12 STO problems featured by a variety of customized similarity relationships is developed using the proposed generator.

Data-driven evolutionary algorithm for oil reservoir well-placement and control optimization

no code implementations7 Jun 2022 Guodong Chen, Xin Luo, Jimmy Jiu Jiao, Xiaoming Xue

In this work, a novel and efficient data-driven evolutionary algorithm, called generalized data-driven differential evolutionary algorithm (GDDE), is proposed to reduce the number of simulation runs on well-placement and control optimization problems.

Deep interval prediction model with gradient descend optimization method for short-term wind power prediction

no code implementations19 Nov 2019 Chaoshun Li, Geng Tang, Xiaoming Xue, Xinbiao Chen, Ruoheng Wang, Chu Zhang

In this paper, a deep interval prediction method is designed in the framework of LUBE and an efficient gradient descend (GD) training approach is proposed to train the LUBE model.

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