Výsledky vyhľadávania - "comparing optimization algorithms"

Best practices for comparing optimization algorithms Autor Beiranvand, Vahid, Hare, Warren, Lucet, Yves

“…Comparing, or benchmarking, of optimization algorithms is a complicated task that involves many subtle considerations to yield a fair and unbiased evaluation…”
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A methodology for comparing optimization algorithms for auto-tuning Autor Willemsen, Floris-Jan, Schoonhoven, Richard, Filipovič, Jiří, Tørring, Jacob O., van Nieuwpoort, Rob, van Werkhoven, Ben

“…Adapting applications to optimally utilize available hardware is no mean feat: the plethora of choices for optimization techniques are infeasible to maximize…”
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Comparing optimization algorithms for conventional and freeform optical design Autor Houllier, Thomas, Lépine, Thierry

“…Five search algorithms from the literature of black-box optimization were implemented and applied to optical design problems. These algorithms are the Particle…”
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Comparing optimization algorithms for conventional and freeform optical design: erratum Autor Houllier, Thomas, Lépine, Thierry

“…We want to acknowledge prior research with a very similar focus to our own which we failed to discover before the publication of our paper.We want to…”
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Comparing optimization algorithms for parameter identification of sigmoid model for MR damper Autor da Silva, Davi Matias Dutra, Avila, Suzana Moreira, de Morais, Marcus Vinicius Girão, Cavallini, Aldemir Aparecido

“…This paper proposes a new hybrid optimization technique that merges a differential evolution algorithm with a local strategy using the Nelder–Mead algorithm or…”
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New measures for comparing optimization algorithms on dynamic optimization problems Autor Kordestani, Javidan Kazemi, Rezvanian, Alireza, Meybodi, Mohammad Reza

“…Dynamic optimization problems have emerged as an important field of research during the last two decades, since many real-world optimization problems are…”
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Comparing Optimization Algorithms in ANN Models for House Price Prediction in Pekanbaru Autor Winarso, Doni, Edo Arribe, Syahril, Aryanto, Muhardi, Shahrulniza Musa

“…This study evaluates the performance of five optimization algorithms in Artificial Neural Network (ANN) models for predicting house prices in Pekanbaru. The…”
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Comparing Optimization Algorithms for Item Selection in Mokken Scale Analysis Autor Straat, J. Hendrik, van der Ark, L. Andries, Sijtsma, Klaas

“…Mokken scale analysis uses an automated bottom-up stepwise item selection procedure that suffers from two problems. First, when selected during the procedure…”
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Comparing Optimization Algorithms for Shape Optimization of Extrusion Dies Autor Siegbert, Roland, Kitschke, Johannes, Djelassi, Hatim, Behr, Marek, Elgeti, Stefanie

“…The classical approach to extrusion die design relies heavily on the experience of the die designer; Especially the designer's ability to create an initial die…”
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Benchmarking Procedures for Continuous Optimization Algorithms Autor Opara, Karol, Arabas, Jarosław

“…Reliable comparison of optimization algorithms requires the use of specialized benchmarking procedures. This paper highlights motivations which influence their…”
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Best practices for comparing optimization algorithms Autor Beiranvand, Vahid, Hare, Warren, Lucet, Yves

“…Comparing, or benchmarking, of optimization algorithms is a complicated task that involves many subtle considerations to yield a fair and unbiased evaluation…”
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P4F-3 Comparing Optimization Algorithms for the Young's Modulus Reconstruction in Ultrasound Elastography Autor Sette, M.M., Camino, J.F., D'hooge, J., Van Brussel, H., Vander Sloten, J.

“…This work compares different optimization algorithms for the solution of the inverse elasticity problem (IEP) in elastography. Five different algorithms are…”
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Robotic MLC‐based plans: A study of plan complexity Autor Masi, Laura, Hernandez, Victor, Saez, Jordi, Doro, Raffaela, Livi, Lorenzo

“…Purpose The utility of complexity metrics has been assessed for IMRT and VMAT treatment plans, but this analysis has never been performed for CyberKnife (CK)…”
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Improving building resilience in the face of future climate uncertainty: A comprehensive framework for enhancing building life cycle performance Autor Chen, Ruijun, Samuelson, Holly, Zou, Yukai, Zheng, Xianghan, Cao, Yifan

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Shell and tube heat exchanger optimization: A critical literature assessment and fairness-based comparative performance analysis of meta-heuristic algorithms Autor Gürgen, Samet

“…Determining the optimum design of shell and tube heat exchangers (STHE) is a crucial issue for the efficient use of scarce energy resources. In particular,…”
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Simulated Data for Linear Regression with Structured and Sparse Penalties: Introducing pylearn-simulate Autor Löfstedt, Tommy, Guillemot, Vincent, Frouin, Vincent, Duchesnay, Edouard, Hadj-Selem, Fouad

“…A currently very active field of research is how to incorporate structure and prior knowledge in machine learning methods. It has lead to numerous developments…”
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Efficient robot localization and SLAM algorithms using Opposition based High Dimensional optimization Algorithm Autor GhaemiDizaji, Manizheh, Dadkhah, Chitra, Leung, Henry

“…Particle filter (PF) is introduced to tackle the limitations of the Kalman filter which adopts Gaussian in the state and noise of the system. PFs have the…”
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Methods to compare expensive stochastic optimization algorithms with random restarts Autor Hare, Warren, Loeppky, Jason, Xie, Shangwei

“…We consider the challenge of numerically comparing optimization algorithms that employ random-restarts under the assumption that only limited test data is available…”
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RESEARCH ON THE SEQUENTIAL QUADRATIC PROGRAMMING DIFFERENTIAL EVOLUTION, JAYA, AND JAYA'S EVOLUTIONARY ALGORITHM Autor Huynh, Sa Ren Van, Thuan, Lam-Phat

“…This study focuses on researching and comparing optimization algorithms such as Sequential Quadratic Programming, Differential Evolution, Jaya, and Jaya's evolutionary algorithm…”
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Optimization Algorithm for Prioritizing Software Requirements: A Comparative Study Autor Naufal Maulana, Moh. Zulfiqar, Siahaan, Daniel, Saikhu, Ahmad, Triandini, Evi

“… Despite the availability of various prioritization techniques, there remains a gap in directly comparing optimization algorithms for this purpose…”
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