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A decomposition-based evolutionary algorithm for drone-assisted electric routing problem with drone stations.
Mara, Setyo Tri Windras ; Sarker, Ruhul ; Elsayed, Saber ; et al.
International Journal of Production Research. Feb2026, Vol. 64 Issue 4, p1514-1540. 27p.

MATHEMATICAL optimizatio... DRONE aircraft delivery EVOLUTIONARY algorithms DRONE aircraft MIXED integer linear pro... ROUTING algorithms …
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2

A multi-critical-path co-driven evolutionary algorithm addressing the dual-resource flexible job shop scheduling problem with offline operations and job priority constraints.
Zhang, Ziyu ; Qiu, Dongchen ; Li, Xinyu ; et al.
International Journal of Production Research. Dec2025, p1-31. 31p. 14 Illustrations.

PRODUCTION scheduling RESOURCE allocation CRITICAL path analysis INDUSTRIAL efficiency SCHEDULING EVOLUTIONARY algorithms …
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3

An efficient problem-specific evolutionary algorithm for flexible job shop scheduling problem with specific workers in highly customised manufacturing systems.
Li, Jiahang ; Liu, Qihao ; Li, Xinyu ; et al.
International Journal of Production Research. Oct2025, Vol. 63 Issue 19, p7238-7259. 22p.

PRODUCTION scheduling MANUFACTURING processes COMPUTER multitasking OPTIMIZATION algorithms EVOLUTIONARY algorithms GENETIC algorithms
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4

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5

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6

A matheuristic and imitation learning-driven evolutionary algorithm for the flexible job shop scheduling benchmark problem with discrete operation sequence flexibility.
Cheng, Weiyao ; Zhang, Chaoyong ; Meng, Leilei ; et al.
International Journal of Production Research. Jan2026, p1-24. 24p. 20 Illustrations.

PRODUCTION scheduling PROCESS optimization SCHEDULING CONSTRAINT programming MACHINE learning METAHEURISTIC algorithms …
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7

A Decomposition-Based Evolutionary Algorithm With Clustering and Hierarchical Estimation for Multiobjective Fuzzy Flexible Jobshop Scheduling
Zhang, X. ; Liu, S. ; Zhao, Z. ; et al.
IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 30(1):2-15 Feb, 2026

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8

Data-Driven Evolutionary Algorithm Based on Inductive Graph Neural Networks for Multimodal Multiobjective Optimization
Dang, Q. ; Liu, Q. ; Yang, S. ; et al.
IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 30(1):186-198 Feb, 2026

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9

Bilevel Evolutionary Multiobjective Algorithm With Multiple Lower-Level Search Modes
Yang, N. ; Liu, H.
IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 30(1):296-310 Feb, 2026

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10

Evolve-learn-adjust for seru production system.
Zhang, Zhecong ; Yu, Yang ; Li, Xiaolong ; et al.
International Journal of Production Research. Feb2026, p1-22. 22p. 10 Illustrations.

PRODUCTION management (M... ARTIFICIAL intelligence EVOLUTIONARY algorithms REINFORCEMENT learning METAHEURISTIC algorithms HEURISTIC algorithms
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11

Dynamic Multivariation Multifactorial Evolutionary Algorithm for Large-Scale Multiobjective Optimization
Jiang, J. ; Tong, P. ; Wang, H. ; et al.
IEEE Transactions on Emerging Topics in Computational Intelligence IEEE Trans. Emerg. Top. Comput. Intell. Emerging Topics in Computational Intelligence, IEEE Transactions on. 10(1):689-704 Feb, 2026

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12

Evolutionary-Algorithm-Based Automatic Prompt Generation for Vision-Language Model Evaluation
Li, W. ; Hui, M. ; Xiaolu, W. ; et al.
IEEE Access Access, IEEE. 14:875-885 2026

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13

LLM-Driven Evolutionary Algorithm Selection: Bidirectional Framework and Sampling Paradigm
Wu, Xingyu ; Feng, Yinglan ; Wu, Jibin
2025 International Conference on Machine Intelligence and Nature-Inspired Computing (MIND) Machine Intelligence and Nature-Inspired Computing (MIND), 2025 International Conference on. :1-7 Oct, 2025

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14

Algorithm-Driven IoT Evolutionary Optimization for Efficient Crowd Management in Smart Tourism
Wang, Meng
2025 7th International Conference on Innovative Data Communication Technologies and Application (ICIDCA) Innovative Data Communication Technologies and Application (ICIDCA), 2025 7th International Conference on. :388-394 Oct, 2025

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15

Rotation Mutation-Driven Evolutionary Algorithm for Efficient Macro Placement
Liu, T. ; Xu, Y. ; Liu, N. ; et al.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems IEEE Trans. Comput.-Aided Des. Integr. Circuits Syst. Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions on. 45(1):232-245 Jan, 2026

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16

Power Transformer Design Optimization using Single and Multi-Objective Evolutionary Algorithms
Al Hourani, Ayyoub W. ; Abido, Mohammad A. ; Kassas, Mahmoud
2025 IEEE PES Conference on Innovative Smart Grid Technologies - Middle East (ISGT Middle East) Innovative Smart Grid Technologies - Middle East (ISGT Middle East), 2025 IEEE PES Conference on. :1-6 Nov, 2025

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17

Evolutionary Algorithm Behavior to Optimize the IoT Scheduling Problem
Jamil, Muhammad Abid
2025 IEEE International Conference on E-Business Engineering (ICEBE) ICEBE E-Business Engineering (ICEBE), 2025 IEEE International Conference on. :288-291 Nov, 2025

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18

An Interactive Time Suggestion for Multi-Objective Evolutionary Algorithms
Thi, Thu To ; Nguyen, Long ; Duc, Dinh Nguyen
2025 17th International Conference on Knowledge and System Engineering (KSE) Knowledge and System Engineering (KSE), 2025 17th International Conference on. :01-06 Nov, 2025

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19

Applying Evolutionary Algorithms to Optimize Interventions in Human Trafficking Networks
Singh, Sangeeta
2025 9th International Conference on Electronics, Communication and Aerospace Technology (ICECA) Electronics, Communication and Aerospace Technology (ICECA), 2025 9th International Conference on. :297-304 Nov, 2025

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20

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