An active learning Gaussian modeling based multi-objective evolutionary algorithm using population guided weight vector evolution strategy

An active learning Gaussian modeling based multi-objective evolutionary algorithm using population guided weight vector evolution strategy

The inverse model based multi-objective evolutionary algorithm (IM-MOEA) generates offspring by establishing probabilistic models and sampling by the model, which is a new computing schema to replace crossover in MOEAs. In this paper, an active learning Gaussian modeling based multi-objective evolut...

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Bibliographic Details
Main Authors: Xiaofang Guo, Yuping Wang, Haonan Zhang
Format: Article
Language:English
Published: AIMS Press 2023-10-01
Series:Mathematical Biosciences and Engineering
Subjects:
active learning
multi-objective evolutionary algorithm
weight vector adjustment
gaussian regression model
pareto front
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023878?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023878?viewType=HTML

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