Search Results - Automated algorithm design

A hybrid neural combinatorial optimization framework assisted by automated algorithm design

Authors: Liang Ma Xingxing Hao Wei Zhou et al.

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

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

Access URL: https://doaj.org/article/bec8f8d726b944ed96992d17dfb9ccba

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

Authors: Grecia C. Duque-Gimenez Daniel F. Zambrano-Gutierrez Maricela Rodriguez-Nieto et al.

Source: Scientific Reports. 15

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

Authors: Liang Ma Xingxing Hao Ruibang Zhang et al.

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

Fine-tuning Large Language Model for Automated Algorithm Design

Authors: Liu, Fei Zhang, Rui Lin, Xi et al.

Subject Terms: Machine Learning, FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Artificial Intelligence, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2507.10614

Automated algorithm design for convex optimization problems with linear equality constraints

Authors: Ozaslan, Ibrahim K. Wu, Wuwei Chen, Jie et al.

Subject Terms: Optimization and Control (math.OC), Optimization and Control, FOS: Mathematics, FOS: Electrical engineering, electronic engineering, information engineering, Systems and Control (eess.SY), Dynamical Systems (math.DS), Dynamical Systems, Systems and Control

Access URL: http://arxiv.org/abs/2509.20746

Exploring Automated Algorithm Design Synergizing Large Language Models and Evolutionary Algorithms: Survey and Insights.

Authors: Yu H Liu J

Source: Evolutionary computation [Evol Comput] 2025 Oct 31, pp. 1-27. Date of Electronic Publication: 2025 Oct 31.

Publication Type: Journal Article

Journal Info: Publisher: MIT Press Country of Publication: United States NLM ID: 9513581 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1530-9304 (Electronic) Linking ISSN: 10636560 NLM ISO Abbreviation: Evol Comput Subsets: MEDLINE

Automated Algorithm Design via Nevanlinna-Pick Interpolation

Authors: Ozaslan, Ibrahim K. Georgiou, Tryphon T. Jovanovic, Mihailo R.

Subject Terms: Optimization and Control (math.OC), Optimization and Control, FOS: Mathematics, FOS: Electrical engineering, electronic engineering, information engineering, Systems and Control (eess.SY), Systems and Control

Access URL: http://arxiv.org/abs/2509.21416

Computer-aided design and fabrication of nasal prostheses: a semi-automated algorithm using statistical shape modeling.

Authors: Bannink T de Ridder M Bouman S et al.

Source: International journal of computer assisted radiology and surgery [Int J Comput Assist Radiol Surg] 2024 Nov; Vol. 19 (11), pp. 2279-2285. Date of Electronic Publication: 2024 Jun 06.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 101499225 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1861-6429 (Electronic) Linking ISSN: 18616410 NLM ISO Abbreviation: Int J Comput Assist Radiol Surg Subsets: MEDLINE

MeSH Terms: Prosthesis Design* , Algorithms* , Computer-Aided Design* , Printing, Three-Dimensional*, Humans ; Nose/diagnostic imaging ; Nose/surgery ; Prostheses and Implants ; Imaging, Three-Dimensional/methods ; Tomography, X-Ray Computed/methods ; Female ; Male

Synergizing Theory and Practice of Automated Algorithm Design for Optimization (Dagstuhl Seminar 23332)

Authors: Vermetten, Diederick Krejca, Martin S. Lindauer, Marius et al.

Contributors: Vermetten, Diederick Krejca, Martin S. Lindauer, Marius et al.

Subject Terms: hyper-parameter tuning, automated algorithm design, parameter control, ddc:004, black-box optimization, heuristic optimization

File Description: application/pdf

Access URL: https://drops.dagstuhl.de/entities/document/10.4230/DagRep.13.8.46

Automated design of population-based algorithms : a case study in vehicle routing

Authors: Yi, Wenjie

Subject Terms: QA Mathematics

Access URL: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.886511

Synergizing Theory and Practice of Automated Algorithm Design for Optimization (Dagstuhl Seminar 23332)

Authors: Diederick Vermetten and Martin S. Krejca and Marius Lindauer and Manuel López-Ibáñez and Katherine M. Malan Vermetten, Diederick Krejca, Martin S. et al.

Index Terms: automated algorithm design, hyper-parameter tuning, parameter control, heuristic optimization, black-box optimization, Article, Text, doc-type:ResearchArticle, publishedVersion

URL: https://drops.dagstuhl.de/entities/document/10.4230/DagRep.13.8.46
Is Part Of Dagstuhl Reports, Volume 13, Issue 8 (2024)

Multi-objective scheduling for surface mount technology workshop: automatic design of two-layer decomposition-based approach.

Authors: Zhang, Biao Wang, Zhi-xuan Meng, Lei-lei et al.

Source: International Journal of Production Research. Oct2025, Vol. 63 Issue 20, p7570-7590. 21p.

Subject Terms: *SURFACE mount technology, *WORKFLOW management, *OPERATIONS research, *MANUFACTURING cells, *HEURISTIC programming, MULTI-objective optimization, DECOMPOSITION method, MIXED integer linear programming

Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization

Authors: Ma, Zeyuan Guo, Hongshu Gong, Yue-Jiao et al.

Index Terms: Computer Science - Neural and Evolutionary Computing, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2411.00625

Towards large scale automated algorithm design by integrating modular benchmarking frameworks

Authors: Aziz-Alaoui, Amine Doerr, Carola Dreo, Johann

Contributors: Aziz-Alaoui, Amine Doerr, Carola Dreo, Johann

Source: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :1365-1374

Subject Terms: FOS: Computer and information sciences, [INFO.INFO-NE] Computer Science [cs]/Neural and Evolutionary Computing [cs.NE], 0202 electrical engineering, electronic engineering, information engineering, Computer Science - Neural and Evolutionary Computing, Neural and Evolutionary Computing (cs.NE), 02 engineering and technology

File Description: application/pdf

Access URL: http://arxiv.org/pdf/2102.06435
http://arxiv.org/abs/2102.06435
http://ui.adsabs.harvard.edu/abs/2021arXiv210206435A/abstract
http://export.arxiv.org/pdf/2102.06435
http://arxiv.org/pdf/2102.06435.pdf
https://arxiv.org/abs/2102.06435
https://dblp.uni-trier.de/db/journals/corr/corr2102.html#abs-2102-06435
https://arxiv.org/abs/2102.06435
https://dl.acm.org/doi/pdf/10.1145/3449726.3463155
https://arxiv.org/pdf/2102.06435
https://hal.sorbonne-universite.fr/hal-03233932v1/document
https://doi.org/10.1145/3449726.3463155
https://hal.sorbonne-universite.fr/hal-03233932v1

MiniMed 780G System Outperforms Other Automated Insulin Systems Due to Algorithm Design, Not Bias: Response to Inaccurate Allegations.

Authors: van den Heuvel T Castaneda J Thijs I et al.

Source: Diabetes technology & therapeutics [Diabetes Technol Ther] 2024 Oct; Vol. 26 (10), pp. 783-784. Date of Electronic Publication: 2024 Apr 25.

Publication Type: Letter

Journal Info: Publisher: Mary Ann Liebert, Inc Country of Publication: United States NLM ID: 100889084 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1557-8593 (Electronic) Linking ISSN: 15209156 NLM ISO Abbreviation: Diabetes Technol Ther Subsets: MEDLINE

MeSH Terms: Insulin*/administration & dosage , Insulin*/therapeutic use , Algorithms* , Insulin Infusion Systems* , Hypoglycemic Agents*/therapeutic use, Humans ; Diabetes Mellitus, Type 1/drug therapy ; Diabetes Mellitus, Type 1/blood ; Blood Glucose/analysis

Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization

Authors: Zeyuan Ma Hongshu Guo Yue-Jiao Gong et al.

Source: IEEE Transactions on Evolutionary Computation. :1-1

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing, Neural and Evolutionary Computing (cs.NE), Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2411.00625

Response to: MiniMed 780G System Outperforms Other Automated Insulin Systems Due to Algorithm Design, Not Bias-Response to Inaccurate Allegations.

Authors: Forlenza GP Sherr JL

Source: Diabetes technology & therapeutics [Diabetes Technol Ther] 2024 Oct; Vol. 26 (10), pp. 785-786. Date of Electronic Publication: 2024 Apr 05.

Publication Type: Letter

Journal Info: Publisher: Mary Ann Liebert, Inc Country of Publication: United States NLM ID: 100889084 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1557-8593 (Electronic) Linking ISSN: 15209156 NLM ISO Abbreviation: Diabetes Technol Ther Subsets: MEDLINE

MeSH Terms: Algorithms* , Insulin*/administration & dosage , Insulin*/therapeutic use , Insulin Infusion Systems* , Hypoglycemic Agents*/therapeutic use, Humans ; Diabetes Mellitus, Type 1/drug therapy ; Diabetes Mellitus, Type 1/blood ; Blood Glucose/analysis

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

Authors: Maria-Florina Balcan Dan Deblasio Travis Dick et al.

Source: Journal of the ACM. 71:1-58

Subject Terms: 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

File Description: application/xml

AutoOptLib: Tailoring Metaheuristic Optimizers via Automated Algorithm Design

Authors: Zhao, Qi Yan, Bai Hu, Taiwei et al.

Index Terms: Computer Science - Neural and Evolutionary Computing, Computer Science - Machine Learning, Computer Science - Mathematical Software, text

URL: http://arxiv.org/abs/2303.06536

Paradiseo: from a modular framework for evolutionary computation to the automated design of metaheuristics: 22 years of Paradiseo

Authors: Dreo, Johann Liefooghe, Arnaud Verel, Sébastien et al.

Contributors: Dreo, Johann Liefooghe, Arnaud Verel, Sébastien et al.

Source: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :1522-1530

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], FOS: Computer and information sciences, 0211 other engineering and technologies, Computer Science - Neural and Evolutionary Computing, Metaheuristics, 02 engineering and technology, [INFO.INFO-MS] Computer Science [cs]/Mathematical Software [cs.MS], Software Framework, Automated Algorithm Design, 0202 electrical engineering, electronic engineering, information engineering, Computer Science - Mathematical Software, Neural and Evolutionary Computing (cs.NE), Evolutionary Computation, Mathematical Software (cs.MS)

File Description: application/pdf

Access URL: http://arxiv.org/pdf/2105.00420
http://arxiv.org/abs/2105.00420
https://dl.acm.org/doi/pdf/10.1145/3449726.3463276
https://dblp.uni-trier.de/db/journals/corr/corr2105.html#abs-2105-00420
https://arxiv.org/abs/2105.00420
https://arxiv.org/pdf/2105.00420
http://ui.adsabs.harvard.edu/abs/2021arXiv210500420D/abstract