A machine learning-based genetic programming algorithm for the stochastic resource-constrained project scheduling problem with 3D workspaces and carbon emissions.

Συγγραφείς: Liu, Hao¹ (AUTHOR), Zhang, Jingwen¹ (AUTHOR) zhangjingwen@nwpu.edu.cn, Demeulemeester, Erik² (AUTHOR), Chen, Zhi¹ (AUTHOR)

Πηγή: International Journal of Production Research. Nov2025, p1-25. 25p. 8 Illustrations.

Θεματικοί όροι: *RESOURCE allocation, *PRODUCTION scheduling, MACHINE learning, GENETIC programming, REINFORCEMENT learning, STOCHASTIC programming, CARBON emissions

A novel machine-learning rolling horizon heuristic for dynamic lot-sizing and job shop scheduling problems.

Συγγραφείς: Zeiträg, Yannik¹ (AUTHOR) yannik.zeitrag@tecnico.ulisboa.pt, Figueira, José Rui¹ (AUTHOR)

Πηγή: International Journal of Production Research. Jun2025, Vol. 63 Issue 12, p4563-4589. 27p.

Θεματικοί όροι: *PRODUCTION planning, *MATHEMATICAL programming, *ECONOMIC lot size, *PRODUCTION scheduling, GENETIC programming, STOCHASTIC programming, MACHINE learning

Evolve ensemble rules automatically for the block spatial scheduling under dynamic environments via surrogate-assisted cooperative evolution genetic programming.

Συγγραφείς: Li, Lubo^1,2 (AUTHOR) lubo_li_nwpu@163.com, Zhang, Haohua² (AUTHOR) zhanghaohua@mail.nwpu.edu.cn, Bai, Sijun² (AUTHOR)

Πηγή: International Journal of Production Research. Mar2025, Vol. 63 Issue 6, p2010-2037. 28p.

Θεματικοί όροι: *OPERATIONS research, *ASSEMBLY line methods, *SHIPBUILDING, GENETIC programming, RANDOM forest algorithms

Reinforcement Learning Control for a Two Rotor Aerodynamic System

Συγγραφείς: Popescu, Dragos Constantin, Mateescu, Andrei, Ilinca, Andrei Alexandru

Πηγή: 2025 29th International Conference on System Theory, Control and Computing (ICSTCC) System Theory, Control and Computing (ICSTCC), 2025 29th International Conference on. :901-906 Oct, 2025

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Phenotype and Genotype Based Sample Aware Surrogate-Assisted Genetic Programming in Dynamic Flexible Job Shop Scheduling

Συγγραφείς: Zhu, L., Zhang, F., Zhu, X., Chen, K., Zhang, M.

Πηγή: IEEE Transactions on Artificial Intelligence IEEE Trans. Artif. Intell. Artificial Intelligence, IEEE Transactions on. 6(12):3232-3247 Dec, 2025

Problem Decomposition Strategies and Credit Distribution Mechanisms in Modular Genetic Programming for Supervised Learning

Συγγραφείς: Rodriguez-Coayahuitl, L., Rodriguez-Gonzalez, A.Y., Fajardo-Delgado, D., Cervantes, M.G.S.

Πηγή: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 29(6):2785-2803 Dec, 2025

Fitness Landscape Optimization Makes Stochastic Symbolic Search by Genetic Programming Easier

Συγγραφείς: Huang, Z., Mei, Y., Zhang, F., Zhang, M., Banzhaf, W.

Πηγή: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 29(6):2742-2756 Dec, 2025

DG-SMOTE: A Distance-Angle-Based Genetic Synthetic Minority Over-Sampling Technique for Unbalanced Data Learning

Συγγραφείς: Pei, W., Cui, Y., Xue, B., Zhang, M., Zhang, J., Hou, Y., Zou, G., Zhang, Q.

Πηγή: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 29(6):2641-2655 Dec, 2025

A new language for texture descriptors for supervised image segmentation

Συγγραφείς: Jacquelin, Christophe, Salem, Hajer

Πηγή: 2025 IEEE International Conference on Imaging Systems and Techniques (IST) Imaging Systems and Techniques (IST), 2025 IEEE International Conference on. :1-6 Oct, 2025

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Simultaneous Search for Parameters and Structure Optimization of Landing Legs of Lunar Landers Using GP

Συγγραφείς: Myojin, Kakeru, Triet, Nguyen-Van, Kawai, Shin

Πηγή: 2025 SICE Festival with Annual Conference (SICE FES) Festival with Annual Conference (SICE FES), 2025 SICE. :1544-1549 Sep, 2025

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A Multitask Multi-Gene Genetic Programming Approach for Symbolic Regression with Shared and Task-Specific Representations

Συγγραφείς: Arslan, Sibel

Πηγή: 2025 9th International Artificial Intelligence and Data Processing Symposium (IDAP) Artificial Intelligence and Data Processing Symposium (IDAP), 2025 9th International. :1-6 Sep, 2025

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Design of an Improved A* Algorithm for the Container Relocation Problem in Four-Way Shuttle Vehicle Systems

Συγγραφείς: Ying, Liu, Xun, Weng

Πηγή: 2025 13th International Conference on Traffic and Logistic Engineering (ICTLE) Traffic and Logistic Engineering (ICTLE), 2025 13th International Conference on. :6-10 Aug, 2025

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Image Denoising Using Wavelet Transform and Genetic Programming

Συγγραφείς: Malarkodi, K., J, Carmel Mary Belinda M, Priya, S. B., Varshini, D R Shri, Shaby, S.Maflin, Praveen, D.S.

Πηγή: 2025 9th International Conference on Inventive Systems and Control (ICISC) Inventive Systems and Control (ICISC), 2025 9th International Conference on. :1016-1022 Aug, 2025

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Energy-Aware Resource Allocation and Container Migration in Distributed Data Centers Under Variable Energy Pricing: A Genetic Programming Hyper-Heuristic Approach

Συγγραφείς: Falloon, Mathew, Ma, Hui, Chen, Gang

Πηγή: 2025 IEEE 18th International Conference on Cloud Computing (CLOUD) CLOUD Cloud Computing (CLOUD), 2025 IEEE 18th International Conference on. :233-242 Jul, 2025

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Optimizing Graph Neural Network Architecture Through Grammar-Based Genetic Programming

Συγγραφείς: Wang, Yueheng, Ye, Weijian, Yuan, Xinyu, Zheng, Min-Yi, Yan, Jie, Zhong, Jinghui

Πηγή: 2025 17th International Conference on Advanced Computational Intelligence (ICACI) Advanced Computational Intelligence (ICACI), 2025 17th International Conference on. :63-70 Jul, 2025

Relation: 2025 17th International Conference on Advanced Computational Intelligence (ICACI)

Genetic Programming With Multifidelity Surrogates for Large-Scale Dynamic Air Traffic Flow Management

Συγγραφείς: Guo, T., Mei, Y., Zhang, M., Sun, R., Zhu, Y., Du, W.

Πηγή: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 29(6):2671-2685 Dec, 2025

An Evolutionary Multiobjective Neural Architecture Search Approach to Advancing Cognitive Diagnosis in Intelligent Education

Συγγραφείς: Yang, S., Ma, H., Bi, Y., Tian, Y., Zhang, L., Jin, Y., Zhang, X.

Πηγή: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 29(6):2431-2445 Dec, 2025

An Automated and Interpretable Computer-Aided Approach for Skin Cancer Diagnosis Using Genetic Programming

Συγγραφείς: Yu, K., Lian, J., Bi, Y., Liang, J., Xue, B., Zhang, M.

Πηγή: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 29(5):2032-2046 Oct, 2025

Optimizing Dynamic Flexible Job Shop Scheduling Using an Evolutionary Multitask Optimization Framework and Genetic Programming

Συγγραφείς: Chen, X., Li, J., Wang, Z., Chen, Q., Gao, K., Pan, Q.

Πηγή: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 29(5):1502-1516 Oct, 2025

Dual-Tree Genetic Programming with Adaptive Mutation for Dynamic Workflow Scheduling in Cloud Computing

Συγγραφείς: Yang, Y., Chen, G., Ma, H., Hartmann, S., Zhang, M.

Πηγή: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 29(5):1692-1706 Oct, 2025