AutoOpt: A General Framework for Automatically Designing Metaheuristic Optimization Algorithms With Diverse Structures

Συγγραφείς: Zhao, Q., Yan, B., Hu, T., Chen, X., Yang, J., Cheng, S., Shi, Y.

Πηγή: IEEE Transactions on Emerging Topics in Computational Intelligence IEEE Trans. Emerg. Top. Comput. Intell. Emerging Topics in Computational Intelligence, IEEE Transactions on. 9(5):3690-3703 Oct, 2025

Automated Tailoring of Heuristic-Based Renyi’s Entropy Maximizers for Efficient Melanoma Segmentation*

Συγγραφείς: Zambrano-Gutierrez, Daniel F., Ramos-Frutos, Jorge, Ramos-Soto, Oscar, Avina-Cervantes, Juan Gabriel, Oliva, Diego, Cruz-Duarte, Jorge M.

Πηγή: 2025 IEEE Symposium on Computational Intelligence in Image, Signal Processing and Synthetic Media (CISM) Computational Intelligence in Image, Signal Processing and Synthetic Media (CISM), 2025 IEEE Symposium on. :1-7 Mar, 2025

Relation: 2025 IEEE Symposium on Computational Intelligence in Image, Signal Processing and Synthetic Media (CISM)

Automated Algorithm Design with Partial Reconstruction Heuristics for Solving Vehicle Routing Problems

Συγγραφείς: Ma, Liang, Hao, Xingxing, Zhang, Ruibang, Chen, Li

Πηγή: 2024 IEEE 17th International Conference on Signal Processing (ICSP) Signal Processing (ICSP), 2024 IEEE 17th International Conference on. :284-289 Oct, 2024

Relation: 2024 IEEE 17th International Conference on Signal Processing (ICSP)

Automated Design of Collaboration-Based Hybrid Metaheuristics

Συγγραφείς: Wang, Y., Xin, B., Liu, B., Wang, Q.

Πηγή: IEEE Transactions on Cybernetics IEEE Trans. Cybern. Cybernetics, IEEE Transactions on. 54(12):7877-7890 Dec, 2024

Viscoelastic characterization of the human osteosarcoma cancer cell line MG-63 using a fractional-order zener model through automated algorithm design and configuration

Συγγραφείς: Duque-Gimenez, Grecia C., Zambrano-Gutierrez, Daniel F.^{Aff1, IDs41598025161743_cor1}, Rodriguez-Nieto, Maricela^{Aff2, Aff6}, Menchaca, Jorge Luis, Cruz-Duarte, Jorge M., Zárate-Triviño, Diana G., Avina-Cervantes, Juan Gabriel, Ortiz-Bayliss, José Carlos

Πηγή: Scientific Reports. 15(1)

Automated Design of Metaheuristics Using Reinforcement Learning Within a Novel General Search Framework

Συγγραφείς: Yi, W., Qu, R., Jiao, L., Niu, B.

Πηγή: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 27(4):1072-1084 Aug, 2023

How Much Data Is Sufficient to Learn High-Performing Algorithms?: How much data is sufficient to learn high-performing algorithms?

Συγγραφείς: Maria-Florina Balcan, Dan Deblasio, Travis Dick, Carl Kingsford, Tuomas Sandholm, Ellen Vitercik

Πηγή: Journal of the ACM. 71:1-58

Θεματικοί όροι: 0301 basic medicine, data-driven algorithm design, 0303 health sciences, 03 medical and health sciences, machine learning, computational biology, General topics in the theory of algorithms, Learning and adaptive systems in artificial intelligence, automated algorithm design, automated algorithm configuration

Περιγραφή αρχείου: application/xml

Intelligent Multi-Agent Systems for UAV-Robot Path Optimization via Reflective Evolution

Συγγραφείς: Chen, Yijie^Aff10, Zhu, Kexin^Aff11, Chen, Zhide^Aff10, Feng, Chen^Aff10, Zhuang, Zhengjie^Aff10

Συνεισφορές: Goos, Gerhard, Series Editor^Aff1, Hartmanis, Juris, Founding Editor^Aff2, Bertino, Elisa, Editorial Board Member^Aff3, Gao, Wen, Editorial Board Member^Aff4, Steffen, Bernhard, Editorial Board Member^Aff5, Yung, Moti, Editorial Board Member^Aff6, Li, Yupeng, editor^Aff7, Zhang, Yong, editor^Aff8, Xu, Jianliang, editor^Aff9

Πηγή: Parallel and Distributed Computing, Applications and Technologies : 25th International Conference, PDCAT 2024, Hong Kong, China, December 13–15, 2024, Proceedings. 15502:566-577

A hybrid neural combinatorial optimization framework assisted by automated algorithm design

Συγγραφείς: Liang Ma, Xingxing Hao, Wei Zhou, Qianbao He, Ruibang Zhang, Li Chen

Πηγή: Complex & Intelligent Systems, Vol 10, Iss 6, Pp 8233-8247 (2024)

Θεματικοί όροι: Transformer, Electronic computers. Computer science, Reinforcement learning, QA75.5-76.95, Information technology, T58.5-58.64, Neural combinatorial optimization, Automated algorithm design

Σύνδεσμος πρόσβασης: https://doaj.org/article/bec8f8d726b944ed96992d17dfb9ccba

GRAHF: A Hyper-Heuristic Framework for Evolving Heterogeneous Island Model Topologies

Συγγραφείς: Wurth, Jonathan, Stegherr, Helena, Heider, Michael, Hähner, Jörg

Πηγή: Proceedings of the Genetic and Evolutionary Computation Conference. :1054-1063

Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3638529.3654136

L-AutoDA: Large Language Models for Automatically Evolving Decision-based Adversarial Attacks

Συγγραφείς: Guo, Ping, Liu, Fei, Lin, Xi, Zhao, Qingchuan, Zhang, Qingfu

Πηγή: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :1846-1854

Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3638530.3664121

Linear Matrix Factorization Embeddings for Single-objective Optimization Landscapes

Συγγραφείς: Eftimov, Tome, Popovski, Gorjan, Renau, Quentin, Korosec, Peter, Doerr, Carola

Πηγή: 2020 IEEE Symposium Series on Computational Intelligence (SSCI) Computational Intelligence (SSCI), 2020 IEEE Symposium Series on. :775-782 Dec, 2020

Relation: 2020 IEEE Symposium Series on Computational Intelligence (SSCI)

Automated Machine Learning For Computational Mechanics (Dagstuhl Seminar 24282)

Συγγραφείς: Raponi, Elena, Kotthoff, Lars, Kim, Hyunsun Alicia, Lindauer, Marius

Συνεισφορές: Elena Raponi and Lars Kotthoff and Hyunsun Alicia Kim and Marius Lindauer

Θεματικοί όροι: physics-informed machine learning, engineering applications of AI, automated algorithm design, computational mechanics, black-box optimization, ddc:004

Περιγραφή αρχείου: application/pdf

Σύνδεσμος πρόσβασης: https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.7.17

Multi-objective Human-robot collaborative batch scheduling in distributed hybrid flowshop via automatic design of local search-reconstruction-feedback algorithm

Συγγραφείς: He, Peng ^a, Jiang, Xuchu ^{b, ⁎}, Wang, Qi ^b, Zhang, Biao ^{a, ⁎}

Πηγή: In Computers & Industrial Engineering May 2025 203

Integrated model and automatically designed solver for power system restoration

Συγγραφείς: Zhao, Xiaohui ^a, Li, Xia ^{a, ⁎}, Zhao, Qi ^b, Yan, Bai ^c, Shi, Yuhui ^b, Kang, Jiajin ^a

Πηγή: In Applied Soft Computing January 2025 169

Clustering-Guided Automatic Generation of Algorithms for the Multidimensional Knapsack Problem

Συγγραφείς: Cristian Inzulza, Caio Bezares, Franco Cornejo, Victor Parada

Πηγή: Machine Learning and Knowledge Extraction ; Volume 7 ; Issue 4 ; Pages: 144

Θεματικοί όροι: multidimensional knapsack problem, master optimization problem, automated algorithm design, genetic programming, evolutionary computation, instance clustering, feature-based instance characterization

Περιγραφή αρχείου: application/pdf

Relation: https://dx.doi.org/10.3390/make7040144

Διαθεσιμότητα: https://doi.org/10.3390/make7040144

A hierarchical reinforcement learning-aware hyper-heuristic algorithm with fitness landscape analysis

Συγγραφείς: Zhu, Ningning ^a, Zhao, Fuqing ^{a, ⁎}, Yu, Yang ^b, Wang, Ling ^c

Πηγή: In Swarm and Evolutionary Computation October 2024 90

Automatic Knowledge Graph matching via Self-adaptive Designed Genetic Programming

Συγγραφείς: Xue, Xingsi

Πηγή: In Knowledge-Based Systems 7 June 2024 293

Differential evolution ensemble designer

Συγγραφείς: M.T., Indu, C., Shunmuga Velayutham ^⁎

Πηγή: In Expert Systems With Applications 15 March 2024 238 Part C

Automated design of local search algorithms: Predicting algorithmic components with LSTM

Συγγραφείς: Meng, Weiyao ^⁎, Qu, Rong

Πηγή: In Expert Systems With Applications 1 March 2024 237 Part A