Search Results - Expensive multi-objective evolutionary algorithm

A Large Language Model-assisted Evolutionary Algorithm for Expensive Constrained Multi-objective Optimization

Authors: Siyu Chen Haoran Tang Jinyuan Zhang et al.

Source: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :347-350

A semi-supervised learning technique assisted multi-objective evolutionary algorithm for computationally expensive problems

Authors: Zijian Jiang Chaoli Sun Xiaotong Liu et al.

Source: Complex & Intelligent Systems, Vol 11, Iss 2, Pp 1-11 (2025)

Subject Terms: Gaussian process model, Electronic computers. Computer science, Semi-supervised learning, QA75.5-76.95, Information technology, T58.5-58.64, Expensive multi-objective evolutionary algorithm

Access URL: https://doaj.org/article/c618c4a505f145129b36fbdd641f7cfe

An Expensive Multi-Objective Evolutionary Algorithm with RBF-IDW Surrogate Model

Authors: Yuhao Liu Hongyi Fang Fei Li

Source: 2024 International Conference on New Trends in Computational Intelligence (NTCI). :86-90

Expensive Constrained Multi-objective Evolutionary Algorithm with Pareto Set Learning

Authors: Ruitao Mai Yifeng Qiu Wenji Li et al.

Source: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :351-354

A Multi-Task Optimization-based Heterogeneous Expensive Multi-Objective Evolutionary Algorithm

Authors: Chunlin He Yong Zhang

Source: 2024 3rd International Conference on Artificial Intelligence, Internet of Things and Cloud Computing Technology (AIoTC). :275-279

A Relation-and-Regression-assisted Evolutionary Algorithm for Expensive Constrained Multi-objective Optimization

Authors: Siyu Chen Jinyuan Zhang

Source: 2024 6th International Conference on Data-driven Optimization of Complex Systems (DOCS). :516-523

Adaptive Sensitive Variable Extraction Based Evolutionary Algorithm for High-Dimensional Expensive Multi-objective Optimization

Authors: Yijiao Xu Shengxin Zhang Jie Lin et al.

Source: Lecture Notes in Networks and Systems ISBN: 9783031948916

A data-driven multi-objective optimization algorithm for computationally expensive electromagnetic designs.

Authors: Li, Yiying Fei, Zhangjun Yang, Shiyou

Source: International Journal of Applied Electromagnetics & Mechanics. Jul2025, Vol. 78 Issue 1-3, p223-227. 5p.

Subject Terms: *MULTI-objective optimization, *EVOLUTIONARY algorithms, *PERFORMANCE-based design, *ARTIFICIAL neural networks, *OPTIMIZATION algorithms, *COMPUTATIONAL electromagnetics

A Dual-Model Assisted Evolutionary Algorithm Based on Decomposition for Expensive Multi-Objective Optimization

Authors: Yanyan Tan Zhaomin Zhai Yukun Zhang

Source: 2024 IEEE Congress on Evolutionary Computation (CEC). :1-8

A Graph Neural Network Assisted Evolutionary Algorithm for Expensive Multi-Objective Optimization

Authors: Xiangyu Wang Xilu Wang Yaochu Jin et al.

Source: 2024 IEEE Congress on Evolutionary Computation (CEC). :1-8

A Meta-Learning - Based Surrogate-Assisted Evolutionary Algorithm for Expensive Multi-Objective Optimization Problems

Authors: Liqun Wen Hongfeng Wang

Source: 2024 IEEE Congress on Evolutionary Computation (CEC). :1-8

A population-oriented hybrid search surrogate-assisted evolutionary algorithm for expensive constrained optimization multi-objective problems with small feasible regions

Authors: Cong Zhu Yongkuan Yang Xiangsong Kong et al.

Source: Swarm and Evolutionary Computation. 99:102161

Surrogate-assisted evolutionary algorithm with stage-adaptive infill sampling criterion for expensive multimodal multi-objective optimization

Authors: Yufei Yang Changsheng Zhang Yi Liu et al.

Source: Swarm and Evolutionary Computation. 98:102068

Bi-indicator driven surrogate-assisted multi-objective evolutionary algorithms for computationally expensive problems

Authors: Wenxin Wang Huachao Dong Peng Wang et al.

Source: Complex & Intelligent Systems, Vol 9, Iss 4, Pp 4673-4704 (2023)

Subject Terms: One-by-one selection, Radial basis function, Electronic computers. Computer science, 0103 physical sciences, 0202 electrical engineering, electronic engineering, information engineering, QA75.5-76.95, Information technology, 02 engineering and technology, Pareto-based bi-indicator, Expensive multi-objective optimization, T58.5-58.64, 01 natural sciences

Access URL: https://doaj.org/article/26b4f3bfb6b84b78b96ce2026ddd0846

Expensive constrained multi-objective optimization via adaptive surrogate-assisted dense weight multi-objective evolutionary algorithm

Authors: Jiansheng Liu Haoran Hu Zhiyong Liu et al.

Source: Swarm and Evolutionary Computation. 97:102033

Regression and relation-assisted evolutionary algorithm for high-dimensional expensive multi-objective optimization

Authors: Shuwei Zhu Yimo Zhang Wei Fang et al.

Source: Swarm and Evolutionary Computation. 97:101978

A Generalized Surrogate-Assisted Evolutionary Algorithm for Expensive Multi-Objective Optimization

Authors: Kamrul Hasan Rahi Hemant Kumar Singh Tapabrata Ray

Source: 2023 IEEE Congress on Evolutionary Computation (CEC). :1-8

A Review of Multi-Satellite Imaging Mission Planning Based on Surrogate Model Expensive Multi-Objective Evolutionary Algorithms: The Latest Developments and Future Trends

Authors: Xueying Yang Min Hu Gang Huang et al.

Source: Aerospace, Vol 11, Iss 10, p 793 (2024)

Subject Terms: expensive multi-objective evolutionary algorithm, TL1-4050, multi-satellite imaging mission planning, surrogate model, adaptive strategy, Motor vehicles. Aeronautics. Astronautics

Access URL: https://doaj.org/article/d7872c85007641a6bc2301d7b359f4ae

A clustering-based surrogate-assisted evolutionary algorithm (CSMOEA) for expensive multi-objective optimization

Authors: Wenxin Wang Huachao Dong Peng Wang et al.

Source: Soft Computing. 27:10665-10686

PRETTY: A parallel transgenerational learning-assisted evolutionary algorithm for computationally expensive multi-objective optimization

Authors: Mingyin Zou Xiaomin Zhu Ye Tian et al.

Source: Information Sciences. 623:748-766

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology