Search Results - expensive multi-objective evolution algorithm*

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

Authors: Xiwen Cai Gan Ruan Bo Yuan et al.

Source: Information Sciences. 632:791-814

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

Authors: Mengjiao Yu Zheng Wang Rui Dai et al.

Source: Scientific Reports, Vol 13, Iss 1, Pp 1-17 (2023)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/b2ed85a4fde54b68a59c1468ee412e01

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.

Expensive multiobjective immune algorithm using a novel differential evolution in objective space.

Authors: Su, Yuchao Lin, Wu Zhu, Daxin et al.

Source: Expert Systems with Applications. Mar2026:Part C, Vol. 298, pN.PAG-N.PAG. 1p.

Subject Terms: *MULTI-objective optimization, *DIFFERENTIAL evolution, *MATHEMATICAL optimization, *OPTIMIZATION algorithms, *HETEROGENEITY

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 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

Integrating surrogate evaluation model and asynchronous evolution in multi-objective evolutionary algorithm for expensive and different evaluation time

Authors: Misaki Kaidan Tomohiro Harada Ruck Thawonmas

Source: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :1833-1840

Subject Terms: 2. Zero hunger, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

CoEGAN-BO: Synergistic Co-Evolution of GANs and Bayesian Optimization for High-Dimensional Expensive Many-Objective Problems.

Authors: Tian, Jie Bian, Hongli Zhang, Yuyao et al.

Source: Mathematics (2227-7390). Nov2025, Vol. 13 Issue 21, p3444. 22p.

Subject Terms: *GENERATIVE adversarial networks, *MULTI-objective optimization, *SURROGATE-based optimization

A Review of the Evolution of Multi-Objective Evolutionary Algorithms.

Authors: Hanne, Thomas Moghaddam, Mohammad Jahani

Source: Computers, Materials & Continua; 2025, Vol. 85 Issue 3, p4203-4236, 34p

Subject Terms: MULTI-objective optimization, ALGORITHMS, PARALLEL algorithms, COMPUTATIONAL intelligence

Mooring Optimization of Floating Offshore Wind Turbine With Genetic Algorithm.

Authors: do V. Machado, Lucas Shadman, Milad Maali Amiri, Mojtaba et al.

Source: Journal of Offshore Mechanics & Arctic Engineering. Oct2025, Vol. 147 Issue 5, p1-15. 15p.

Subject Terms: *BIOLOGICAL evolution, *OPTIMIZATION algorithms, *EVOLUTIONARY algorithms, *MULTI-objective optimization, *SEARCH algorithms

Large-Scale Expensive Optimization with a Switching Strategy

Authors: Mai Sun Chaoli Sun Xiaobo Li et al.

Source: Complex System Modeling and Simulation, Vol 2, Iss 3, Pp 253-263 (2022)

Subject Terms: computationally expensive problems, Artificial intelligence, Hyperparameter Optimization, Scale (ratio), Robustness (evolution), Population, Surrogate Modeling, Metaheuristic, 02 engineering and technology, Biochemistry, Quantum mechanics, Gene, 01 natural sciences, 7. Clean energy, Learning with Noisy Labels in Machine Learning, Systems engineering, TA168, Sociology, Artificial Intelligence, Machine learning, 0103 physical sciences, FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, Swarm Intelligence Optimization Algorithms, Optimization problem, random grouping, Demography, Global Optimization, Geography, Physics, Optimization Applications, Mathematical optimization, QA75.5-76.95, Computer science, FOS: Sociology, surrogate models, Multi-objective optimization, Chemistry, Computational Theory and Mathematics, Electronic computers. Computer science, Computer Science, Physical Sciences, Benchmark (surveying), large-scale optimization problems, Multiobjective Optimization in Evolutionary Algorithms, Mathematics, Geodesy, Robust Learning

Access URL: https://doaj.org/article/f00366df24634e9fb5fa0bf063b8fbf5

Advancements in multimodal differential evolution: a comprehensive review and future perspectives.

Authors: Chauhan, Dikshit Shivani Jung, Donghwi et al.

Source: Artificial Intelligence Review; Nov2025, Vol. 58 Issue 11, p1-73, 73p

Subject Terms: DIFFERENTIAL evolution, EVOLUTIONARY algorithms, MATHEMATICAL optimization, MULTI-objective optimization, MACHINE learning, PARAMETERIZATION

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

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

Authors: Chen, Weichao Li, Ziyang Yu, Jiong et al.

Source: Complex & Intelligent Systems; Feb2026, Vol. 12 Issue 2, p1-17, 17p

An adaptive model switch-based surrogate-assisted evolutionary algorithm for noisy expensive multi-objective optimization

Authors: Nan Zheng Handing Wang Bo Yuan

Source: Complex & Intelligent Systems. 8:4339-4356

Subject Terms: 0209 industrial biotechnology, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Optimizing Multiobjective Time–Cost–Quality Problems in Construction Projects: Efficacy of Strength Pareto-Based Rao Algorithms.

Authors: Yılmaz, Mehmet Dede, Tayfun

Source: Journal of Construction Engineering & Management; May2025, Vol. 151 Issue 5, p1-16, 16p

Subject Terms: CONSTRUCTION project management, MULTI-objective optimization, COST overruns, DIFFERENTIAL evolution, EVIDENCE gaps

Dimensional multi-objective optimization design for 2RPU-RPS parallel mechanism.

Authors: Peng, Siyang Du, Li Che, Linxian et al.

Source: Robotica; Mar2025, Vol. 43 Issue 3, p1087-1109, 23p

Subject Terms: MULTI-objective optimization, THEORY of screws, DIFFERENTIAL evolution, PARETO optimum, CONSTRAINED optimization, GENETIC algorithms

An Adaptive Memetic Differential Evolution with Virtual Population and Multi-Mutation Strategies for Multimodal Optimization Problems.

Authors: Ding, Tianyan Wang, Zuling Liu, Qingping et al.

Source: Algorithms; Dec2025, Vol. 18 Issue 12, p784, 23p

Subject Terms: DIFFERENTIAL evolution, MULTI-objective optimization, MATHEMATICAL optimization, MATHEMATICAL programming, OPTIMIZATION algorithms

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: Active learning, Multi-objective evolutionary algorithm, Broad learning system, Electronic computers. Computer science, 0202 electrical engineering, electronic engineering, information engineering, Data stream mining, QA75.5-76.95, Information technology, 02 engineering and technology, Concept drift, T58.5-58.64

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