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High-Performance Simulation-Based Optimization / / edited by Thomas Bartz-Beielstein, Bogdan Filipič, Peter Korošec, El-Ghazali Talbi
| High-Performance Simulation-Based Optimization / / edited by Thomas Bartz-Beielstein, Bogdan Filipič, Peter Korošec, El-Ghazali Talbi |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (XIII, 291 p. 71 illus., 47 illus. in color.) |
| Disciplina | 519.3 |
| Collana | Studies in Computational Intelligence |
| Soggetto topico |
Computational intelligence
Automatic control Computational Intelligence Control and Systems Theory |
| ISBN | 3-030-18764-0 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Infill Criteria for Multiobjective Bayesian Optimization -- Many-Objective Optimization with Limited Computing Budget -- Multi-Objective Bayesian Optimization for Engineering Simulation -- Automatic Configuration of Multi-Objective Optimizers and Multi-Objective Configuration -- Optimization and Visualization in Many-Objective Space Trajectory Design -- Simulation Optimization through Regression or Kriging Metamodels -- Towards Better Integration of Surrogate Models and Optimizers -- Surrogate-Assisted Evolutionary Optimization of Large Problems -- Overview and Comparison of Gaussian Process-Based Surrogate Models for Mixed Continuous and Discrete Variables: Application on Aerospace Design Problems -- Open Issues in Surrogate-Assisted Optimization -- A Parallel Island Model for Hypervolume-Based Many-Objective Optimization -- Many-Core Branch-and-Bound for GPU Accelerators and MIC Coprocessors. |
| Record Nr. | UNINA-9910482965003321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Hybrid Metaheuristics [[electronic resource] ] : 4th International Workshop,HM 2007, Dortmund, Germany, October 8-9, 2007, Proceedings / / edited by Thomas Bartz-Beielstein, Maria J. Blesa, Christian Blum, Boris Naujoks, Andrea Roli, Günther Rudolph, Michael Sampels
| Hybrid Metaheuristics [[electronic resource] ] : 4th International Workshop,HM 2007, Dortmund, Germany, October 8-9, 2007, Proceedings / / edited by Thomas Bartz-Beielstein, Maria J. Blesa, Christian Blum, Boris Naujoks, Andrea Roli, Günther Rudolph, Michael Sampels |
| Edizione | [1st ed. 2007.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 |
| Descrizione fisica | 1 online resource (X, 201 p.) |
| Disciplina | 006.3 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Artificial intelligence
Algorithms Computer science Numerical analysis Pattern recognition systems Artificial Intelligence Theory of Computation Numerical Analysis Automated Pattern Recognition |
| ISBN | 3-540-75514-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Evolutionary Local Search for the Super-Peer Selection Problem and the p-Hub Median Problem -- An Effective Memetic Algorithm with Population Management for the Split Delivery Vehicle Routing Problem -- Empirical Analysis of Two Different Metaheuristics for Real-World Vehicle Routing Problems -- Guiding ACO by Problem Relaxation: A Case Study on the Symmetric TSP -- Hybrid Local Search Techniques for the Resource-Constrained Project Scheduling Problem -- Evolutionary Clustering Search for Flowtime Minimization in Permutation Flow Shop -- A Hybrid ILS Heuristic to the Referee Assignment Problem with an Embedded MIP Strategy -- On the Combination of Constraint Programming and Stochastic Search: The Sudoku Case -- Improvement Strategies for the F-Race Algorithm: Sampling Design and Iterative Refinement -- Using Branch & Bound Concepts in Construction-Based Metaheuristics: Exploiting the Dual Problem Knowledge -- Gradient-Based/Evolutionary Relay Hybrid for Computing Pareto Front Approximations Maximizing the S-Metric -- A Hybrid VNS for Connected Facility Location -- A Memetic Algorithm for the Optimum Communication Spanning Tree Problem -- Hybrid Numerical Optimization for Combinatorial Network Problems. |
| Record Nr. | UNISA-996465976903316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Hybrid metaheuristics : 4th international workshop, HM 2007, Dortmund, Germany, October 8-9, 2007 : proceedings / / Thomas Bartz-Beielstein ... [et al.] (eds.)
| Hybrid metaheuristics : 4th international workshop, HM 2007, Dortmund, Germany, October 8-9, 2007 : proceedings / / Thomas Bartz-Beielstein ... [et al.] (eds.) |
| Edizione | [1st ed. 2007.] |
| Pubbl/distr/stampa | Berlin ; ; New York, : Springer, c2007 |
| Descrizione fisica | 1 online resource (X, 201 p.) |
| Disciplina | 006.3 |
| Altri autori (Persone) | Bartz-BeielsteinThomas |
| Collana |
LNCS sublibrary. SL 1, Theoretical computer science and general issues
Lecture notes in computer science |
| Soggetto topico | Heuristic programming |
| ISBN | 3-540-75514-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Evolutionary Local Search for the Super-Peer Selection Problem and the p-Hub Median Problem -- An Effective Memetic Algorithm with Population Management for the Split Delivery Vehicle Routing Problem -- Empirical Analysis of Two Different Metaheuristics for Real-World Vehicle Routing Problems -- Guiding ACO by Problem Relaxation: A Case Study on the Symmetric TSP -- Hybrid Local Search Techniques for the Resource-Constrained Project Scheduling Problem -- Evolutionary Clustering Search for Flowtime Minimization in Permutation Flow Shop -- A Hybrid ILS Heuristic to the Referee Assignment Problem with an Embedded MIP Strategy -- On the Combination of Constraint Programming and Stochastic Search: The Sudoku Case -- Improvement Strategies for the F-Race Algorithm: Sampling Design and Iterative Refinement -- Using Branch & Bound Concepts in Construction-Based Metaheuristics: Exploiting the Dual Problem Knowledge -- Gradient-Based/Evolutionary Relay Hybrid for Computing Pareto Front Approximations Maximizing the S-Metric -- A Hybrid VNS for Connected Facility Location -- A Memetic Algorithm for the Optimum Communication Spanning Tree Problem -- Hybrid Numerical Optimization for Combinatorial Network Problems. |
| Altri titoli varianti | HM 2007 |
| Record Nr. | UNINA-9910484172003321 |
| Berlin ; ; New York, : Springer, c2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Hyperparameter Tuning for Machine and Deep Learning with R : A Practical Guide
| Hyperparameter Tuning for Machine and Deep Learning with R : A Practical Guide |
| Autore | Bartz Eva |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Singapore : , : Springer, , 2023 |
| Descrizione fisica | 1 electronic resource (323 p.) |
| Altri autori (Persone) |
Bartz-BeielsteinThomas
ZaeffererMartin MersmannOlaf |
| Soggetto topico |
Artificial intelligence
Machine learning Mathematical & statistical software Mathematical physics |
| Soggetto non controllato |
Hyperparameter Tuning
Hyperparameters Tuning Deep Neural Networks Reinforcement Learning Machine Learning |
| ISBN | 981-19-5170-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996546829303316 |
Bartz Eva
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| Singapore : , : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Hyperparameter Tuning for Machine and Deep Learning with R : A Practical Guide / / edited by Eva Bartz, Thomas Bartz-Beielstein, Martin Zaefferer, Olaf Mersmann
| Hyperparameter Tuning for Machine and Deep Learning with R : A Practical Guide / / edited by Eva Bartz, Thomas Bartz-Beielstein, Martin Zaefferer, Olaf Mersmann |
| Autore | Bartz Eva |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 electronic resource (323 p.) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
Bartz-BeielsteinThomas
ZaeffererMartin MersmannOlaf |
| Soggetto topico |
Artificial intelligence
Machine learning Mathematical physics Computer simulation Computational intelligence Artificial Intelligence Machine Learning Statistical Learning Computational Physics and Simulations Computational Intelligence |
| ISBN |
9789811951701
9811951705 |
| Classificazione | COM004000COM077000SCI040000TEC009000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1: Introduction -- Chapter 2: Tuning -- Chapter 3: Models -- Hyperparameter Tuning Approaches -- Chapter 5: Result Aggregation -- Chapter 6: Relevance of Tuning in Industrial Applications -- Chapter 7: Hyperparameter Tuning in German Official Statistics -- Chapter 8: Case Study I -- Chapter 9: Case Study II -- Chapter 10: Case Study III -- Chapter IV: Case Study IV -- Chapter 12: Global Study. |
| Record Nr. | UNINA-9910637747703321 |
|
Bartz Eva
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Online Machine Learning : A Practical Guide with Examples in Python / / edited by Eva Bartz, Thomas Bartz-Beielstein
| Online Machine Learning : A Practical Guide with Examples in Python / / edited by Eva Bartz, Thomas Bartz-Beielstein |
| Autore | Bartz Eva |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (163 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) | Bartz-BeielsteinThomas |
| Collana | Machine Learning: Foundations, Methodologies, and Applications |
| Soggetto topico |
Artificial intelligence
Machine learning Artificial Intelligence Machine Learning |
| ISBN |
9789819970070
9819970075 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1:Introduction -- Chapter 2:Supervised Learning -- Chapter 3:Drift Detection and Handling -- Chapter 4:Initial Selection and Subsequent Updating of OML Models -- Chapter 5:Evaluation and Performance Measurement -- Chapter 6:Special Requirements for OML Methods -- Chapter 7:Practical Applications of Online Machine Learning -- Chapter 8:Open-Source-Software for Online Machine Learning -- Chapter 9:An Experimental Comparison of Batch and Online Machine Learning Algorithms -- Chapter 10:Hyperparameter Tuning -- Chapter 11:Summary and Outlook. |
| Record Nr. | UNINA-9910831001503321 |
|
Bartz Eva
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Parallel Problem Solving from Nature -- PPSN XIII [[electronic resource] ] : 13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings / / edited by Thomas Bartz-Beielstein, Juergen Branke, Bogdan Filipič, James Smith
| Parallel Problem Solving from Nature -- PPSN XIII [[electronic resource] ] : 13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings / / edited by Thomas Bartz-Beielstein, Juergen Branke, Bogdan Filipič, James Smith |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XXIV, 955 p. 262 illus.) |
| Disciplina | 004.35 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Artificial intelligence
Bioinformatics Computer science Pattern recognition systems Algorithms Computer science—Mathematics Discrete mathematics Artificial Intelligence Computational and Systems Biology Theory of Computation Automated Pattern Recognition Discrete Mathematics in Computer Science |
| ISBN | 3-319-10762-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Adaptation, Self-Adaptation and Parameter Tuning -- Classifier Systems, Differential Evolution and Swarm Intelligence -- Coevolution and Artificial Immune Systems -- Constraint Handling -- Dynamic and Uncertain Environments -- Estimation of Distribution Algorithms and Metamodelling -- Genetic Programming -- Multi-objective Optimisation -- Parallel Algorithms and Hardware Implementations -- Real-World Applications -- Theory. |
| Record Nr. | UNISA-996215312303316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Parallel Problem Solving from Nature -- PPSN XIII : 13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings / / edited by Thomas Bartz-Beielstein, Juergen Branke, Bogdan Filipič, James Smith
| Parallel Problem Solving from Nature -- PPSN XIII : 13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings / / edited by Thomas Bartz-Beielstein, Juergen Branke, Bogdan Filipič, James Smith |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XXIV, 955 p. 262 illus.) |
| Disciplina | 004.35 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Artificial intelligence
Bioinformatics Computer science Pattern recognition systems Algorithms Computer science—Mathematics Discrete mathematics Artificial Intelligence Computational and Systems Biology Theory of Computation Automated Pattern Recognition Discrete Mathematics in Computer Science |
| ISBN | 3-319-10762-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Adaptation, Self-Adaptation and Parameter Tuning -- Classifier Systems, Differential Evolution and Swarm Intelligence -- Coevolution and Artificial Immune Systems -- Constraint Handling -- Dynamic and Uncertain Environments -- Estimation of Distribution Algorithms and Metamodelling -- Genetic Programming -- Multi-objective Optimisation -- Parallel Algorithms and Hardware Implementations -- Real-World Applications -- Theory. |
| Record Nr. | UNINA-9910483895203321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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