Region Transfer-Driven Robust Multiobjective Operational Optimization for Sintering

Authors: Zhao, Yumeng, Wang, Yuhang, Wang, Xianpeng, Li, Erchao, Yang, Shengxiang

Source: 2026 18th International Conference on Advanced Computational Intelligence (ICACI) Advanced Computational Intelligence (ICACI), 2026 18th International Conference on. :259-266 Aug, 2026

Relation: 2026 18th International Conference on Advanced Computational Intelligence (ICACI)

Separating Objective Quality and Transferability: Structure-Oriented Evolutionary Multitasking for Sparse Large-Scale Multiobjective Optimization

Authors: Wang, Hao, Jiang, Jing

Source: 2026 8th International Conference on Data-driven Optimization of Complex Systems (DOCS) Data-driven Optimization of Complex Systems (DOCS), 2026 8th International Conference on. :1-6 Jul, 2026

Relation: 2026 8th International Conference on Data-driven Optimization of Complex Systems (DOCS)

Parametric Pareto Set Learning: Amortizing Multiobjective Optimization With Parameters

Authors: Cheng, J., Lin, X., Xue, B., Zhang, Q.

Source: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 30(5):2054-2067 Oct, 2026

A Dual-Population Evolutionary Algorithm for Large-Scale Constrained Multiobjective Optimization Leveraging Decision Variable Importance

Authors: Qian, G., Zuo, M., Zhang, Y., Gong, D., Mohamed, A.W.

Source: IEEE Transactions on Systems, Man, and Cybernetics: Systems IEEE Trans. Syst. Man Cybern, Syst. Systems, Man, and Cybernetics: Systems, IEEE Transactions on. 56(10):5786-5799 Oct, 2026

Bi-Level Multiobjective Convex Co-Design Optimization of Hybrid VTOL Power and Energy Management Systems

Authors: Cui, Y., Zhong, W., Ding, L., Cheng, Y.

Source: IEEE Transactions on Transportation Electrification IEEE Trans. Transp. Electrific. Transportation Electrification, IEEE Transactions on. 12(5):8488-8503 Oct, 2026

Environmental Knowledge-Driven Transfer Strategy With Collaborative Learning for Dynamic Constrained Multiobjective Optimization

Authors: Liu, Z., Song, W., Coello, C.A.C., Jin, Y., Yang, S., Wang, S.

Source: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 30(5):2152-2167 Oct, 2026

Runtime Analysis of Evolutionary Algorithms for Multiparty Multiobjective Optimization

Authors: Sun, Y., Xu, P., Luo, W.

Source: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 30(5):2024-2038 Oct, 2026

Continuous Pareto Nested Rollout Policy Adaptation for Multiobjective Sequential Optimization

Authors: Amoussou, Nathan, Pallez, Denis

Source: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :1608-1611

Availability: http://dl.acm.org/doi/10.1145/3795101.3814663

Dual Relational Surrogate-Assisted Evolution for Expensive Constrained Multiobjective Optimization

Authors: Liu, S., Chen, P., Lin, Q.

Source: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 30(5):1996-2010 Oct, 2026

On Reference Set Selection for Constrained Multiobjective Optimization Problems

Authors: Opravš, Luka, Brockhoff, Dimo, Tušar, Tea

Source: Proceedings of the Genetic and Evolutionary Computation Conference. :493-501

Availability: http://dl.acm.org/doi/10.1145/3795095.3805160

A Fitness Spatially Informed Evolutionary Algorithm for Deceptive Multimodal Multiobjective Optimization

Authors: Ti, Y., Li, C., Cai, X., Yang, S.

Source: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 30(5):1923-1936 Oct, 2026

Classifier-Based Feasibility Estimation for Expensive Constrained Multiobjective Optimization

Authors: Horaguchi, Yuma, Shiraishi, Hiroki, Nakata, Masaya

Source: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :277-280

Availability: http://dl.acm.org/doi/10.1145/3795101.3805278

A Generative Adversarial Network Based Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization

Authors: Wang, F., Xie, J., Liao, F., Li, Y., Guo, Y., Yang, S., Zhou, A.

Source: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 30(5):1878-1892 Oct, 2026

A Coevolutionary Response Framework for Dynamic Constrained Multiobjective Optimization Problems

Authors: Bao, Q., Wang, M., Yang, S., Dai, G., Chen, X.

Source: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 30(5):1803-1817 Oct, 2026

An Interpretable Surrogate Model-Based Multiobjective Optimization Framework for TWT

Authors: Tan, Z., Gao, L., Zhou, J., Zhang, Y., Yuan, H., Shi, W., Zhu, S., Hu, Q., Xu, L., Zhu, X., Hu, Y., Li, B.

Source: IEEE Transactions on Plasma Science IEEE Trans. Plasma Sci. Plasma Science, IEEE Transactions on. 54(9):4676-4685 Sep, 2026

An Evolutionary Approach for the Computation of ϵ-Locally Optimal Solutions for Multiobjective Multimodal Optimization

Authors: Hernandez, C., Rodriguez-Fernandez, A.E., Schapermeier, L., Cuate, O., Trautmann, H., Schutze, O.

Source: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 30(4):1747-1760 Aug, 2026

It’s Morphing Time: Unleashing the Potential of Multiple LLMs via Multiobjective Optimization

Authors: Li, B., Di, Z., Yang, Y., Qian, H., Yang, P., Hao, H., Tang, K., Zhou, A.

Source: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 30(4):1699-1713 Aug, 2026

A Learning Algorithm Based on Similarity Identification and Knowledge Transfer for Dynamic Multiobjective Optimization

Authors: Hu, Y., Zheng, Z., Ou, J., Song, Y., Zheng, J., Zou, J., Suganthan, P.N., Yang, S.

Source: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 30(4):1505-1519 Aug, 2026

Large-Scale Multimodal Multiobjective Optimization Based on Multiview Diversity Enhancement Mechanism

Authors: Zheng, T., Liu, J., Jin, Y., Wang, X., Liu, Y.

Source: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 30(4):1630-1644 Aug, 2026

Data-Driven Dynamic Multiobjective Optimization With Response to Stochastic Changes for Municipal Solid Waste Incineration Process

Authors: Qiao, J., Huang, W., Meng, X.

Source: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 30(4):1615-1629 Aug, 2026