Proceedings 25 Workshop Computational Intelligence Dortmund 26 27 November 2015
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Proceedings 25 Workshop Computational Intelligence Dortmund 26 27 November 2015
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Author : Hoffmann, Frank
language : en
Publisher: KIT Scientific Publishing
Release Date : 2015-11-16
Proceedings 25 Workshop Computational Intelligence Dortmund 26 27 November 2015 written by Hoffmann, Frank and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-11-16 with categories.
Proceedings 26 Workshop Computational Intelligence Dortmund 24 25 November 2016
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Author : Hoffmann, Frank
language : en
Publisher: KIT Scientific Publishing
Release Date : 2016-11-14
Proceedings 26 Workshop Computational Intelligence Dortmund 24 25 November 2016 written by Hoffmann, Frank and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-14 with categories.
Jahresbericht 2015 Institut Fuer Angewandte Informatik Kit Scientific Reports 7714
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Author : Weidemann, Rainer
language : de
Publisher: KIT Scientific Publishing
Release Date : 2016-07-28
Jahresbericht 2015 Institut Fuer Angewandte Informatik Kit Scientific Reports 7714 written by Weidemann, Rainer and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-28 with categories.
Enhancing Surrogate Based Optimization Through Parallelization
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Author : Frederik Rehbach
language : en
Publisher: Springer Nature
Release Date : 2023-05-29
Enhancing Surrogate Based Optimization Through Parallelization written by Frederik Rehbach and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-29 with Technology & Engineering categories.
This book presents a solution to the challenging issue of optimizing expensive-to-evaluate industrial problems such as the hyperparameter tuning of machine learning models. The approach combines two well-established concepts, Surrogate-Based Optimization (SBO) and parallelization, to efficiently search for optimal parameter setups with as few function evaluations as possible. Through in-depth analysis, the need for parallel SBO solvers is emphasized, and it is demonstrated that they outperform model-free algorithms in scenarios with a low evaluation budget. The SBO approach helps practitioners save significant amounts of time and resources in hyperparameter tuning as well as other optimization projects. As a highlight, a novel framework for objectively comparing the efficiency of parallel SBO algorithms is introduced, enabling practitioners to evaluate and select the most effective approach for their specific use case. Based on practical examples, decision support is delivered, detailing which parts of industrial optimization projects can be parallelized and how to prioritize which parts to parallelize first. By following the framework, practitioners can make informed decisions about how to allocate resources and optimize their models efficiently.
Parallel Problem Solving From Nature Ppsn Xvi
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Author : Thomas Bäck
language : en
Publisher: Springer Nature
Release Date : 2020-09-02
Parallel Problem Solving From Nature Ppsn Xvi written by Thomas Bäck and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-02 with Computers categories.
This two-volume set LNCS 12269 and LNCS 12270 constitutes the refereed proceedings of the 16th International Conference on Parallel Problem Solving from Nature, PPSN 2020, held in Leiden, The Netherlands, in September 2020. The 99 revised full papers were carefully reviewed and selected from 268 submissions. The topics cover classical subjects such as automated algorithm selection and configuration; Bayesian- and surrogate-assisted optimization; benchmarking and performance measures; combinatorial optimization; connection between nature-inspired optimization and artificial intelligence; genetic and evolutionary algorithms; genetic programming; landscape analysis; multiobjective optimization; real-world applications; reinforcement learning; and theoretical aspects of nature-inspired optimization.
Proceedings 28 Workshop Computational Intelligence Dortmund 29 30 November 2018
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Author : Hoffmann, Frank
language : de
Publisher: KIT Scientific Publishing
Release Date : 2018-11-21
Proceedings 28 Workshop Computational Intelligence Dortmund 29 30 November 2018 written by Hoffmann, Frank and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-21 with categories.
Proceedings 29 Workshop Computational Intelligence Dortmund 28 29 November 2019
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Author : Hoffmann, Frank
language : de
Publisher: KIT Scientific Publishing
Release Date : 2019-11-21
Proceedings 29 Workshop Computational Intelligence Dortmund 28 29 November 2019 written by Hoffmann, Frank and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-21 with Computers categories.
Modellbasiertes Konzept Zur Vollautomatisierten Montageendpruefung Von Asynchron Angetriebenen Getriebemotoren Im Lastlosen Zustand
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Author : Eichin, Dirk
language : de
Publisher: KIT Scientific Publishing
Release Date : 2015-02-23
Modellbasiertes Konzept Zur Vollautomatisierten Montageendpruefung Von Asynchron Angetriebenen Getriebemotoren Im Lastlosen Zustand written by Eichin, Dirk and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-02-23 with Technology (General) categories.
By the overall system of a fully automated final inspection of gearmotors, a new approach, in terms of the mass quality inspection of individually configured products according to the guidelines of a modular system, is presented. The challenge of the new approach is to map the product variety and to design effective visual and acoustic testing algorithms. Through a comprehensive consideration of the process the potential to increase the efficiency of the final inspection is demonstrated.
Methodik Zur Integration Von Vorwissen In Die Modellbildung
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Author : Groell, Lutz
language : de
Publisher: KIT Scientific Publishing
Release Date : 2015-01-09
Methodik Zur Integration Von Vorwissen In Die Modellbildung written by Groell, Lutz and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-01-09 with Technology (General) categories.
This book describes how prior knowledge about dynamical systems and functions can be integrated in mathematical modelling. The first part comprises the transformation of the known properties into a mathematical model and the second part explains four approaches for solving the resulting constrained optimization problems. Numerous examples, tables and compilations complete the book.
Qos In Wireless Sensor Actuator Networks And Systems
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Author : Mário Alves
language : en
Publisher: MDPI
Release Date : 2018-11-26
Qos In Wireless Sensor Actuator Networks And Systems written by Mário Alves and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-26 with Technology & Engineering categories.
This book is a printed edition of the Special Issue "QoS in Wireless Sensor/Actuator Networks and Systems" that was published in JSAN