Search Results - many-objective evolution optimization algorithm*

A GAN-Assisted Bi-Stage Bayesian Co-Evolution Optimization Algorithm for High-dimensional Expensive Many-Objective Problems

Authors: Jie Tian Hongli Bian Yuyao Zhang et al.

Source: 2025 IEEE Congress on Evolutionary Computation (CEC). :1-4

MGDE: a many-objective guided differential evolution with strengthened dominance relation and bi-goal evolution.

Authors: Zouache, Djaafar Ben Abdelaziz, Fouad

Source: Annals of Operations Research. Mar2025, Vol. 346 Issue 2, p1929-1966. 38p.

Subject Terms: *MATHEMATICAL optimization, DIFFERENTIAL evolution, EVOLUTIONARY algorithms, COMPUTATIONAL mathematics, DIFFERENTIAL operators

Effective and efficient evolutionary many-objective optimization

Authors: Xue, Yani Liu, X. Shepperd, M.

Contributors: Xue, Yani Liu, X. Shepperd, M.

Subject Terms: Evolutionary algorithm, Optimal feature selection, Software product line, Bi-goal evolution, Angle-based crowding degree estimation

Access URL: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.828477

Many-objective optimization using differential evolution with variable-wise mutation restriction

Authors: Denysiuk, Roman Costa, Lino Espírito Santo, I. A. C. P. et al.

Contributors: Denysiuk, Roman Costa, Lino Espírito Santo, I. A. C. P. et al.

Subject Terms: Multiobjective optimization, Multiobjective evolutionary algorithms, Performance assessment

File Description: application/pdf

Relation: 978-1-4503-1963-8

Availability: https://hdl.handle.net/1822/51604

Evolution algorithm with adaptive genetic operator and dynamic scoring mechanism for large-scale sparse many-objective optimization

Authors: Xia Wang Wei Zhao Jia-Ning Tang et al.

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-34 (2025)

Subject Terms: Large-scale sparse evolutionary algorithms, Adaptive genetics, Dynamic scoring, Sparsity of Pareto solutions, Many-objective, Medicine, Science

Relation: https://doi.org/10.1038/s41598-025-91245-z; https://doaj.org/toc/2045-2322; https://doaj.org/article/5e4f23b10c724cd7a62440e33a7550ee

Availability: https://doi.org/10.1038/s41598-025-91245-z
https://doaj.org/article/5e4f23b10c724cd7a62440e33a7550ee

Multi-agent cooperation-based bi-criteria evolutionary many-objective optimization.

Authors: Li, Jiazheng Liu, Yuan Zou, Juan et al.

Source: Applied Soft Computing. Dec2025:Part A, Vol. 185, pN.PAG-N.PAG. 1p.

Subject Terms: Multi-objective optimization, Evolutionary algorithms, Reinforcement learning, Optimization algorithms, Pareto analysis, Multiagent systems

Many-Objective Edge Computing Server Deployment Optimization for Vehicle Road Cooperation

Authors: Shanshan Fan Bin Cao

Source: Applied Sciences, Vol 15, Iss 22, p 12240 (2025)

Subject Terms: many-objective evolution algorithm, internet of vehicles (IoV), edge computing (EC), roadside units (RSUs), vehicle-road cooperation, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

Relation: https://www.mdpi.com/2076-3417/15/22/12240; https://doaj.org/toc/2076-3417; https://doaj.org/article/a6105d088444490e977feb6746a2e4c3

Availability: https://doi.org/10.3390/app152212240
https://doaj.org/article/a6105d088444490e977feb6746a2e4c3

Many-objective Optimization Design of a 2PRU-PRUR Parallel Mechanism Without Parasitic Motion

Authors: Che Linxian Peng Siyang Huang Xin et al.

Source: Jixie chuandong, Vol 48, Pp 49-59 (2024)

Subject Terms: Parallel mechanism, Transmission performance, Many-objective optimization, Vector angle, Differential evolution algorithm, Mechanical engineering and machinery, TJ1-1570

Relation: http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2024.09.007; https://doaj.org/toc/1004-2539; https://doaj.org/article/0640691030a9481490c62300a555e29d

Availability: https://doaj.org/article/0640691030a9481490c62300a555e29d

A Novel Nonlinear Expanded Dominance Relation Based Evolutionary Algorithm for Many-Objective Optimization Problems

Authors: Lingfeng Hu Jingxuan Wei Yang Liu

Source: IEEE Access, Vol 9, Pp 17335-17349 (2021)

Subject Terms: Many-objective optimization, nonlinear expanded dominance relation, evolution algorithm, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Relation: https://ieeexplore.ieee.org/document/9319142/; https://doaj.org/toc/2169-3536; https://doaj.org/article/e6a2ed1efc9944f5a800fdb45fd011c1

Availability: https://doi.org/10.1109/ACCESS.2021.3050552
https://doaj.org/article/e6a2ed1efc9944f5a800fdb45fd011c1

Objective Space-Based Population Generation to Accelerate Evolutionary Algorithms for Large-Scale Many-Objective Optimization

Authors: Deng, Qi Kang, Qi Zhang, Liang et al.

Source: Faculty Publications

Subject Terms: Decision variables decomposition, large-scale evolution, many-objective evolution, objective space mapping

Relation: https://digitalcommons.njit.edu/fac_pubs/1806

Availability: https://digitalcommons.njit.edu/fac_pubs/1806
https://doi.org/10.1109/TEVC.2022.3166815

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

Authors: Jie Tian Hongli Bian Yuyao Zhang et al.

Source: Mathematics, Vol 13, Iss 21, p 3444 (2025)

Subject Terms: high-dimensional expensive many-objective problems, Bayesian optimization, co-evolution, generative adversarial networks, infill criterion, Mathematics, QA1-939

Relation: https://www.mdpi.com/2227-7390/13/21/3444; https://doaj.org/toc/2227-7390; https://doaj.org/article/9450fc501e5f4a8e928a2d4d3484353c

Availability: https://doi.org/10.3390/math13213444
https://doaj.org/article/9450fc501e5f4a8e928a2d4d3484353c

A non-dominated sorting based evolutionary algorithm for many-objective optimization problems.

Authors: Mane, S. U. Rao, M. R. Narasinga

Source: Scientia Iranica. Transaction D, Computer Science & Engineering & Electrical Engineering. Nov/Dec2021, Vol. 28 Issue 6, p3293-3314. 22p.

Subject Terms: Evolutionary algorithms, Program transformation, Computer programming, Swarm intelligence, Chebyshev approximation

A new hypervolume-based differential evolution algorithm for many-objective optimization

Authors: Liu, Chao Zhao, Qi Yan, Bai et al.

Source: RAIRO - Operations Research - Recherche Opérationnelle, 51, no. 4 (2017) p 1301-1315

Access URL: https://www.numdam.org/articles/10.1051/ro/2017014/

A Many-Objective Memetic Generalized Differential Evolution Algorithm for DNA Sequence Design

Authors: Shah Bano Maryam Bashir Irfan Younas

Source: IEEE Access, Vol 8, Pp 222684-222699 (2020)

Subject Terms: Differential evolution, DNA sequence design, evolutionary algorithm, many-objective optimization, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Relation: https://ieeexplore.ieee.org/document/9272272/; https://doaj.org/toc/2169-3536; https://doaj.org/article/5fd0b020aa25490793fa7aba4091cbf5

Availability: https://doi.org/10.1109/ACCESS.2020.3040752
https://doaj.org/article/5fd0b020aa25490793fa7aba4091cbf5

A surrogate-assisted evolutionary algorithm based on the two-round selection strategy incorporating local search for expensive high-dimensional multi/many-objective optimization.

Authors: Li, Yang Li, Weigang Li, Songtao et al.

Source: Applied Soft Computing. Dec2025:Part A, Vol. 184, pN.PAG-N.PAG. 1p.

Subject Terms: Multi-objective optimization, Evolutionary algorithms, Sampling (Process), Empirical research, Mathematical optimization, Optimization algorithms, Surrogate-based optimization

DLEA: A dynamic learning evolution algorithm for many-objective optimization.

Authors: Li, Gui Wang, Gai-Ge Dong, Junyu et al.

Source: Information Sciences. Oct2021, Vol. 574, p567-589. 23p.

Subject Terms: *MATHEMATICAL optimization, *ALGORITHMS, MACHINE learning, EVOLUTIONARY algorithms, LEARNING strategies

A historical surrogate model ensemble assisted Bayesian evolutionary optimization algorithm for solving expensive many-objective problems.

Authors: Liu, Hui Tian, Jie Yu, Qian et al.

Source: Applied Soft Computing. Sep2025, Vol. 181, pN.PAG-N.PAG. 1p.

Subject Terms: Surrogate-based optimization, Multi-objective optimization, Evolutionary algorithms, Approximation theory, Sampling (Process), Mathematical optimization

Many-objective flow shop scheduling optimisation with genetic algorithm based on fuzzy sets.

Authors: Xu, Wen-Jie He, Li-Jun Zhu, Guang-Yu

Source: International Journal of Production Research. Feb2021, Vol. 59 Issue 3, p702-726. 25p. 9 Charts, 4 Graphs.

Subject Terms: *FLOW shop scheduling, *MATHEMATICAL models, *KEY performance indicators (Management), GENETIC algorithms, FUZZY sets, FUZZY algorithms

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

Tri-Goal Evolution Framework for Constrained Many-Objective Optimization.

Authors: Zhou, Yalan Zhu, Min Wang, Jiahai et al.

Source: IEEE Transactions on Systems, Man & Cybernetics. Systems. Aug2020, Vol. 50 Issue 8, p3086-3099. 14p.

Subject Terms: *LINEAR programming, CONSTRAINED optimization, EVOLUTIONARY algorithms, EVOLUTIONARY computation