Search Results - expensive multi-objective (evolutionary OR evolution) algorithm

A surrogate-assisted differential evolution algorithm with a dual-space-driven selection strategy for expensive optimization problems

Authors: Hanqing Liu Zhigang Ren Chenlong He et al.

Source: Complex & Intelligent Systems, Vol 11, Iss 5, Pp 1-29 (2025)

Subject Terms: Expensive optimization problem, Surrogate-assisted evolutionary algorithm, Differential evolution, Radial basis function, Selection strategy, Electronic computers. Computer science, QA75.5-76.95, Information technology, T58.5-58.64

File Description: electronic resource

Relation: https://doaj.org/toc/2199-4536; https://doaj.org/toc/2198-6053

Access URL: https://doaj.org/article/a1125be688484cbc9d263686bafc9279

A two-stage dominance-based surrogate-assisted evolution algorithm for high-dimensional expensive multi-objective optimization.

Authors: Yu, Mengjiao Wang, Zheng Dai, Rui et al.

Source: Scientific Reports. 8/13/2023, Vol. 13 Issue 1, p1-17. 17p.

Subject Terms: *EVOLUTIONARY algorithms, *ALGORITHMS, *SWARM intelligence

Complementary surrogate-assisted differential evolution algorithm for expensive multi-objective problems under a limited computational budget.

Authors: Cai, Xiwen Ruan, Gan Yuan, Bo et al.

Source: Information Sciences. Jun2023, Vol. 632, p791-814. 24p.

Subject Terms: *BUDGET, *ALGORITHMS, DIFFERENTIAL evolution, EVOLUTIONARY algorithms, BENCHMARK problems (Computer science), SWARM intelligence, SURROGATE mothers

A Two-Stage Dominance-Based Surrogate-Assisted Evolution Algorithm for High-Dimensional Expensive Multi-Objective Optimization

Authors: Wanliang Wang Mengjiao Yu Rui Dai et al.

基于聚类的昂贵多目标优化代理辅助进化算法. (Chinese)

Alternate Title: A clustering-based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization. (English)

Authors: 白富生 陈姣伶

Source: Operations Research Transactions / Yunchouxue Xuebao; Dec2022, Vol. 26 Issue 4, p31-42, 12p

Subject Terms: RADIAL basis functions, DIFFERENTIAL evolution, EVOLUTIONARY algorithms, NEIGHBORHOODS, ALGORITHMS

A Surrogate-Assisted Gray Prediction Evolution Algorithm for High-Dimensional Expensive Optimization Problems.

Authors: Huang, Xiaoliang Liu, Hongbing Zhou, Quan et al.

Source: Mathematics (2227-7390); Mar2025, Vol. 13 Issue 6, p1007, 19p

Subject Terms: EVOLUTIONARY algorithms, SPEED reducers, LEARNING strategies, ALGORITHMS, FORECASTING

Bayesian evolutionary optimization for heterogeneously expensive multi-objective problems

Authors: Wang, Xilu Jin, Yaochu

Contributors: Wang, Xilu Jin, Yaochu

Subject Terms: Multi-objective optimization, evolutionary algorithm, Bayesian optimization, heterogeneous evaluation

Access URL: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.870424

Population state-driven surrogate-assisted differential evolution for expensive constrained optimization problems with mixed-integer variables.

Authors: Liu, Jiansheng Yuan, Bin Yang, Zan et al.

Source: Complex & Intelligent Systems; Oct2024, Vol. 10 Issue 5, p6009-6030, 22p

Subject Terms: EVOLUTIONARY algorithms, RADIAL basis functions, CONSTRAINED optimization, BENCHMARK problems (Computer science), DIFFERENTIAL evolution, ALGORITHMS

An elitist cooperative evolutionary bi-level multi-objective decomposition-based algorithm for sustainable supply chain.

Authors: Abbassi, Malek Chaabani, Abir Absi, Nabil et al.

Source: International Journal of Production Research. Dec2022, Vol. 60 Issue 23, p7013-7032. 20p. 1 Diagram, 9 Charts, 9 Graphs.

Subject Terms: *SUPPLY chains, *MATHEMATICAL optimization, *ALGORITHMS, ELITISM

Geographic Terms: AIX-en-Provence (France)

Improved NSGA-III Based on Kriging Model for Expensive Many-objective Optimization Problems

Authors: GENG Huantong, SONG Feifei, ZHOU Zhengli, XU Xiaohan

Source: Jisuanji kexue, Vol 50, Iss 7, Pp 194-206 (2023)

Subject Terms: expensive and time-consuming problems, evolutionary algorithm, surrogate-assisted multi-objective optimization, kriging model, model management, Computer software, QA76.75-76.765, Technology (General), T1-995

File Description: electronic resource

Relation: https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2023-50-7-194.pdf; https://doaj.org/toc/1002-137X

Access URL: https://doaj.org/article/562a0cebdca94dd68b162f1c3fbf102b

Grouping via sensitivity analysis evolutionary algorithm for high-dimensional expensive multi-objective optimization

Authors: Weichao Chen Ziyang Li Jiong Yu et al.

Source: Complex & Intelligent Systems, Vol 12, Iss 2, Pp 1-17 (2025)

Subject Terms: Multi-objective optimization, High-dimensional, Expensive optimization, Variable grouping, Electronic computers. Computer science, QA75.5-76.95, Information technology, T58.5-58.64

File Description: electronic resource

Relation: https://doaj.org/toc/2199-4536; https://doaj.org/toc/2198-6053

Access URL: https://doaj.org/article/ee06290fe3b64ecda382d1a05c9bb569

Parallelization of hybrid multi-objective evolutionary algorithm on multi-core architectures

Authors: Lui, Shaun (Mathematics) Kamali, Shahin (Computer Science) Thulasiraman, Parimala et al.

Index Terms: Multi-objective Optimization Problem (MOP), Evolutionary Multi-objective Optimization (EMO) Algorithm, Bi-Criterion Evolution (BCE) Framework, Parallel Computing, master thesis

URL: http://hdl.handle.net/1993/37951

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

File Description: electronic resource

Relation: https://doaj.org/toc/2199-4536; https://doaj.org/toc/2198-6053

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

Active broad learning with multi-objective evolution for data stream classification

Authors: Jian Cheng Zhiji Zheng Yinan Guo et al.

Source: Complex & Intelligent Systems, Vol 10, Iss 1, Pp 899-916 (2023)

Subject Terms: Concept drift, Data stream mining, Broad learning system, Active learning, Multi-objective evolutionary algorithm, Electronic computers. Computer science, QA75.5-76.95, Information technology, T58.5-58.64

File Description: electronic resource

Relation: https://doaj.org/toc/2199-4536; https://doaj.org/toc/2198-6053

Access URL: https://doaj.org/article/e94ea7db92d04d17a1a3ed0983e941c3

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

File Description: electronic resource

Relation: https://www.mdpi.com/2226-4310/11/10/793; https://doaj.org/toc/2226-4310

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

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: Expensive multi-objective optimization, Pareto-based bi-indicator, One-by-one selection, Radial basis function, Electronic computers. Computer science, QA75.5-76.95, Information technology, T58.5-58.64

File Description: electronic resource

Relation: https://doaj.org/toc/2199-4536; https://doaj.org/toc/2198-6053

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

A Preference Model-Based Surrogate-Assisted Constrained Multi-Objective Evolutionary Algorithm for Expensively Constrained Multi-Objective Problems

Authors: Yu Sun Yifan Ma Bei Hua

Source: Applied Sciences, Vol 15, Iss 9, p 4847 (2025)

Subject Terms: evolutionary algorithm, surrogate models, expensive constraint multi-objective, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/15/9/4847; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/555f0d06f3bf4f8b974efa6ea689a289

Rich vehicle routing optimization based on variable neighborhood descent and differential evolution algorithm.

Authors: Zhang, Haifei Zhang, Yuzhou Zhao, Fen et al.

Source: Scientific Reports; 9/25/2025, Vol. 15 Issue 1, p1-21, 21p

Subject Terms: VEHICLE routing problem, MULTI-objective optimization, DIFFERENTIAL evolution, MATHEMATICAL optimization, OPTIMIZATION algorithms, CONSTRAINT satisfaction, LOGISTICS

Population diversity control based differential evolution algorithm using fuzzy system for noisy multi-objective optimization problems.

Authors: Subburaj B Maheswari JU Ibrahim SPS et al.

Source: Scientific reports [Sci Rep] 2024 Aug 01; Vol. 14 (1), pp. 17863. Date of Electronic Publication: 2024 Aug 01.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE

代理模型和Kalman滤波偏差估计增强的个性化差分进化算法. (Chinese)

Alternate Title: Personalized differential evolutionary algorithm enhanced by surrogate nodel and Kalman filter deviation estimation. (English)

Authors: 孙晓燕 李 帅 金耀初

Source: Control Theory & Applications / Kongzhi Lilun Yu Yinyong; Nov2025, Vol. 42 Issue 11, p2386-2396, 11p

Subject Terms: DIFFERENTIAL evolution, RECOMMENDER systems, OPERATIONS research, KALMAN filtering, STATISTICAL models, DEVIATION (Statistics), ALGORITHMS

Company/Entity: AMAZON.COM Inc.