Suchergebnisse - "Parameter tuning and algorithm configuration"

An Analysis of Evolutionary Migration Models for Multi-Objective, Multi-Fidelity Automl

Autoren: Campero Jurado, Israel Vanschoren, Joaquin

Quelle: 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC). :2940-2945

Schlagwörter: Machine learning, Parallelization, Pareto optimisation, Parameter tuning and algorithm configuration, Genetic programming

Zugangs-URL: https://research.tue.nl/en/publications/d9c9c6c6-893b-4e49-b657-fffba6fae13c
https://doi.org/10.1109/SMC53992.2023.10394059

Smart Cubing for Graph Search: A Comparative Study

Autoren: Kirchweger, Markus Xia, Hai Peitl, Tomáš et al.

Index Begriffe: Computer Science - Artificial Intelligence, text

URL: http://arxiv.org/abs/2501.17201

Analysing hyper-heuristics based on Neural Networks for the automatic design of population-based metaheuristics in continuous optimisation problems.

Autoren: Tapia-Avitia, José M. Cruz-Duarte, Jorge M. Amaya, Ivan et al.

Quelle: Swarm & Evolutionary Computation. Aug2024, Vol. 89, pN.PAG-N.PAG. 1p.

Schlagwörter: Metaheuristic algorithms, Heuristic, Design

Analysing differences between algorithm configurations through ablation.

Autoren: Fawcett, Chris Hoos, Holger

Quelle: Journal of Heuristics; Aug2016, Vol. 22 Issue 4, p431-458, 28p

Schlagwörter: APPROXIMATION algorithms, MATHEMATICAL optimization, OPERATIONS research, METAHEURISTIC algorithms, HEURISTIC

PTSSBench: a performance evaluation platform in support of automated parameter tuning of software systems.

Autoren: Cao, Rong Bao, Liang Zhangsun, Panpan et al.

Quelle: Automated Software Engineering; Jun2024, Vol. 31 Issue 1, p1-39, 39p

An Analysis of Evolutionary Migration Models for Multi-Objective, Multi-Fidelity AutoML

Autoren: Campero Jurado, Israel Vanschoren, Joaquin

Quelle: 2023 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2023, p.2940-2945. Institute of Electrical and Electronics Engineers.

Index Begriffe: Genetic programming, Machine learning, Parallelization, Parameter tuning and algorithm configuration, Pareto optimisation, Conferentiebijdrage, Conference contribution

URL: https://research.tue.nl/en/publications/d9c9c6c6-893b-4e49-b657-fffba6fae13c

A RECURSIVELY RECURRENT NEURAL NETWORK (R2N2) ARCHITECTURE FOR LEARNING ITERATIVE ALGORITHMS.

Autoren: DONCEVIC, DANIMIR T. MITSOS, ALEXANDER YUE GUO et al.

Quelle: SIAM Journal on Scientific Computing; 2024, Vol. 46 Issue 2, pA719-A743, 25p

Schlagwörter: MACHINE learning, RECURRENT neural networks, DEEP learning, WEIGHT training, ORDINARY differential equations, LINEAR systems

A Literature Survey on Offline Automatic Algorithm Configuration.

Autoren: Eryoldaş, Yasemin Durmuşoglu, Alptekin

Quelle: Applied Sciences (2076-3417); Jul2022, Vol. 12 Issue 13, pN.PAG-N.PAG, 26p

Schlagwörter: ALGORITHMS, HEURISTIC, METAHEURISTIC algorithms, ONLINE algorithms, LITERATURE, RESEARCH & development

A Literature Survey on Instance Specific Algorithm Configuration Methods.

Autoren: Eryoldaş, Yasemin Durmuşoğlu, Alptekin

Quelle: Proceedings of the International Conference on Industrial Engineering & Operations Management; 3/7/2021, p2983-2990, 8p

Schlagwörter: ALGORITHMS, INDUSTRIAL engineering, ARTIFICIAL intelligence, PRODUCTION planning, METAHEURISTIC algorithms

Improving complex SMT strategies with learning.

Autoren: Gálvez Ramírez, Nicolás Monfroy, Eric Saubion, Frédéric et al.

Quelle: International Transactions in Operational Research; Mar2020, Vol. 27 Issue 2, p1162-1188, 27p, 2 Diagrams, 8 Charts

Schlagwörter: LEARNING strategies, GENETIC programming

Analysing differences between algorithm configurations through ablation

Autoren: Holger H. Hoos Chris Fawcett

Quelle: Journal of Heuristics. 22:431-458

Schlagwörter: 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Zugangs-URL: http://www.cs.ubc.ca/~hoos/Publ/FawHoo13.pdf
https://ideas.repec.org/a/spr/joheur/v22y2016i4d10.1007_s10732-014-9275-9.html
https://dl.acm.org/doi/10.1007/s10732-014-9275-9
https://dblp.uni-trier.de/db/journals/heuristics/heuristics22.html#FawcettH16
https://link.springer.com/article/10.1007%2Fs10732-014-9275-9
https://econpapers.repec.org/RePEc:spr:joheur:v:22:y:2016:i:4:d:10.1007_s10732-014-9275-9

Towards a Method for Automatic Algorithm Configuration: A Design Evaluation Using Tuners.

Autoren: Montero, Elizabeth Riff, María-Cristina

Quelle: Parallel Problem Solving from Nature - PPSN XIII; 2014, p90-99, 10p

Complex algorithm optimization through probabilistic search of its configuration tree.

Autoren: Xu, Yiliang Basharat, Arslan Becker, Jacob et al.

Quelle: 2014 11th IEEE International Conference on Advanced Video & Signal Based Surveillance (AVSS); 2014, p216-222, 7p

Trading accuracy for simplicity in evolutionary algorithms.

Autoren: Riff, Maria-Cristina Montero, Elizabeth

Quelle: 2013 IEEE Congress on Evolutionary Computation; 2013, p3125-3131, 7p

Evolutionary Algorithms.

Autoren: Bartz‐Beielstein, Thomas Branke, Jürgen Mehnen, Jörn et al.

Quelle: WIREs: Data Mining & Knowledge Discovery; May2014, Vol. 4 Issue 3, p178-195, 18p

Schlagwörter: EVOLUTIONARY algorithms, SEARCH algorithms, ALGORITHMS, DATA mining, GENETIC programming

Nature-inspired Metaheuristic Algorithms : Solving Real World Engineering Problems

Autoren: Sulabh Bansal Aprna Tripathi Shilpa Srivastava et al.

Resource Type: eBook.

Schlagworte: Mathematical optimization, Metaheuristics, Nature-inspired algorithms, Engineering mathematics

Categories: COMPUTERS / Computer Engineering, TECHNOLOGY & ENGINEERING / Electrical, TECHNOLOGY & ENGINEERING / Electronics / General

Bio-Inspired Optimization for Medical Data Mining

Autoren: Sumit Srivastava Abhineet Anand Abhishek Kumar et al.

Resource Type: eBook.

Categories: COMPUTERS / Programming / Algorithms

Intelligent Computer Mathematics : 15th International Conference, CICM 2022, Tbilisi, Georgia, September 19–23, 2022, Proceedings

Autoren: Kevin Buzzard Temur Kutsia

Resource Type: eBook.

Schlagworte: Computational intelligence

Categories: COMPUTERS / Artificial Intelligence / General, TECHNOLOGY & ENGINEERING / Engineering (General)

Parallel Problem Solving From Nature – PPSN XV

Autoren: Anne Auger Carlos M. Fonseca Nuno Lourenço et al.

Resource Type: eBook.

Schlagworte: Artificial intelligence, Algorithms, Numerical analysis, Computer science—Mathematics, Discrete mathematics, Mathematical statistics, Computer science

Categories: COMPUTERS / Artificial Intelligence / General, COMPUTERS / Computer Science, COMPUTERS / Programming / Algorithms, MATHEMATICS / Discrete Mathematics, MATHEMATICS / Probability & Statistics / General, MATHEMATICS / Numerical Analysis

Computer Aided Systems Theory – EUROCAST 2017

Autoren: Roberto Moreno-Díaz Franz Pichler Alexis Quesada-Arencibia

Resource Type: eBook.

Schlagworte: Computer simulation, Artificial intelligence, Algorithms, Computer networks, Numerical analysis, Computer science—Mathematics, Discrete mathematics

Categories: COMPUTERS / Computer Simulation, COMPUTERS / Artificial Intelligence / General, COMPUTERS / Computer Science, COMPUTERS / Networking / General, COMPUTERS / Programming / Algorithms, MATHEMATICS / Discrete Mathematics, MATHEMATICS / Numerical Analysis