標(biāo)題: Titlebook: Neural Approximations for Optimal Control and Decision; Riccardo Zoppoli,Marcello Sanguineti,Thomas Parisi Book 2020 Springer Nature Switz [打印本頁] 作者: 頌歌 時間: 2025-3-21 19:14
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作者: 機密 時間: 2025-3-21 23:07 作者: chondromalacia 時間: 2025-3-22 03:08 作者: Initiative 時間: 2025-3-22 05:07
Design of Mathematical Models by Learning From Data and FSP Functions,es one to reduce the number of samples (under the same accuracy) and to obtain upper bounds on the errors in deterministic terms rather than in probabilistic ones. Deterministic learning relies on some basic quantities such as variation and discrepancy. Special families of deterministic sequences ca作者: aggressor 時間: 2025-3-22 11:04 作者: lattice 時間: 2025-3-22 16:14
,Deterministic Optimal Control over?a?Finite Horizon,l growth of the number of samples, and thus to the curse of dimensionality. Therefore, the discretization by deterministic sequences of samples is addressed, which spread the samples in the most uniform way. Specifically, low-discrepancy sequences are considered, like quasi-Monte Carlo sequences. We作者: 倫理學(xué) 時間: 2025-3-22 19:36 作者: 集合 時間: 2025-3-22 23:22
,Stochastic Optimal Control with?Imperfect State Information over a Finite Horizon,arameters. Of course, if the number of decision stages is large, the application of the ERIM is also impossible. Therefore, an approximate approach is followed by truncating the information vector and retaining in the memory only a suitable “l(fā)imited-memory information vector.”作者: Femish 時間: 2025-3-23 02:56
Team Optimal Control Problems, takes particular forms. On the contrary, the “extended Ritz method” (ERIM) can be always applied. The ERIM consists in substituting the admissible functions with fixed-structure parametrized functions containing vectors of “free” parameters. The ERIM is tested in two case studies. The former is the作者: Directed 時間: 2025-3-23 06:11
Optimal Control Problems over an Infinite Horizon, “extended Ritz method” and implemented through fixed-structure parametrized functions containing vectors of “free” parameters. Conditions are established on the maximum allowable approximation errors so as to ensure the boundedness of the state trajectories.作者: Keshan-disease 時間: 2025-3-23 12:50 作者: acrophobia 時間: 2025-3-23 17:06 作者: Presbyopia 時間: 2025-3-23 18:59
Riccardo Zoppoli,Marcello Sanguineti,Giorgio Gnecco,Thomas Parisinissed by the given changed method(s), CMSuggester identifies and recommends any unchanged method that also accesses those fields..Our evaluation shows that CMSuggester recommends changes for 279 out of 408 suggestion tasks. With the recommended methods, CMSuggester achieves 73% F-score on average, wh作者: 有花 時間: 2025-3-23 23:53 作者: conception 時間: 2025-3-24 06:19
Riccardo Zoppoli,Marcello Sanguineti,Giorgio Gnecco,Thomas ParisiniA and RFA as well as 6 popular spectrum-based fault localization techniques into 4 automated program repair tools, and then use these tools to perform repair experiments on 44 real-world bugs from Defects4J to compare SFA against RFA in automated program repair. The results suggest that: (1) RFA per作者: 使堅硬 時間: 2025-3-24 10:14
Riccardo Zoppoli,Marcello Sanguineti,Giorgio Gnecco,Thomas ParisiniA and RFA as well as 6 popular spectrum-based fault localization techniques into 4 automated program repair tools, and then use these tools to perform repair experiments on 44 real-world bugs from Defects4J to compare SFA against RFA in automated program repair. The results suggest that: (1) RFA per作者: 血統(tǒng) 時間: 2025-3-24 12:17
Riccardo Zoppoli,Marcello Sanguineti,Giorgio Gnecco,Thomas Parisinissed by the given changed method(s), CMSuggester identifies and recommends any unchanged method that also accesses those fields..Our evaluation shows that CMSuggester recommends changes for 279 out of 408 suggestion tasks. With the recommended methods, CMSuggester achieves 73% F-score on average, wh作者: Preserve 時間: 2025-3-24 15:02 作者: ferment 時間: 2025-3-24 22:31 作者: LEER 時間: 2025-3-24 23:47
Riccardo Zoppoli,Marcello Sanguineti,Giorgio Gnecco,Thomas Parisiniystems and Model-Driven?Engineering for Software Architecture;?IoT-ASAP - 4th International Workshop on Engineering IoT Systems: Architectures, Services, Applications, and Platforms; SASI4 - 2nd Workshop on Systems, Architectures, and Solutions for Industry 4.0; WASA - 6th International Workshop on 作者: 行為 時間: 2025-3-25 05:38 作者: pester 時間: 2025-3-25 10:35 作者: Fortify 時間: 2025-3-25 13:53 作者: 惰性女人 時間: 2025-3-25 18:24
Neural Approximations for Optimal Control and Decision作者: 殺子女者 時間: 2025-3-25 22:26 作者: Arrhythmia 時間: 2025-3-26 01:53 作者: 小說 時間: 2025-3-26 06:40
Riccardo Zoppoli,Marcello Sanguineti,Giorgio Gnecco,Thomas Parisinile program entities (., classes, methods, and fields). We refer to such complex changes as .. It is challenging for developers to apply multi-entity edits consistently and completely. Existing tools provide limited support for such edits, mainly because the co-changed entities usually contain divers作者: 膽小懦夫 時間: 2025-3-26 08:58
Riccardo Zoppoli,Marcello Sanguineti,Giorgio Gnecco,Thomas Parisini in the process of programming, they may introduce software defects. Mining programming rules for detecting defect is an effective way to alleviate this problem. However, previous works suffer from a large number of candidate rules and suspicious defects which need manual validation. This issue affe作者: Allowance 時間: 2025-3-26 16:02 作者: Assault 時間: 2025-3-26 19:38 作者: FIG 時間: 2025-3-26 21:04 作者: Irremediable 時間: 2025-3-27 02:43 作者: Irascible 時間: 2025-3-27 06:46
Riccardo Zoppoli,Marcello Sanguineti,Giorgio Gnecco,Thomas ParisiniECSA 2020, held in L‘Aquila, Italy*, in September 2020.?.The 30 full papers and 9 short papers presented in this volume were carefully reviewed and selected from 72 submissions. Papers presented were accepted into the following tracks and workshops:?ECSA 2020 Doctoral Symposium track; ECSA 2020 Tool作者: Pruritus 時間: 2025-3-27 12:08
Riccardo Zoppoli,Marcello Sanguineti,Giorgio Gnecco,Thomas ParisiniECSA 2020, held in L‘Aquila, Italy*, in September 2020.?.The 30 full papers and 9 short papers presented in this volume were carefully reviewed and selected from 72 submissions. Papers presented were accepted into the following tracks and workshops:?ECSA 2020 Doctoral Symposium track; ECSA 2020 Tool作者: gnarled 時間: 2025-3-27 15:43 作者: Adjourn 時間: 2025-3-27 17:45 作者: 連累 時間: 2025-3-28 01:51
enHub open-source community-tracking portal. On the one hand, the documentation available gives insights on what Openpilot is capable of doing, how to install it and how people can contribute to it, while the development team posts periodically update on the company’s blog on the state of the projec作者: META 時間: 2025-3-28 04:56
The Basic Infinite-Dimensional or Functional Optimization Problem,ging to infinite-dimensional spaces of functions, often dependent on a large number of variables. As we consider optimization problems characterized by very general conditions, optimal solutions might not be found analytically and classical numerical methods might fail. In these cases, one must use 作者: ACME 時間: 2025-3-28 07:26 作者: 高深莫測 時間: 2025-3-28 12:46 作者: 挑剔為人 時間: 2025-3-28 16:29
Design of Mathematical Models by Learning From Data and FSP Functions,ionship by fixed-structure parametrized functions, the concepts of expected risk, empirical risk, and generalization error are described. The last error is then split into approximation and estimation errors. Four quantities of interest are emphasized: the accuracy, the number of arguments of the I/作者: 輕彈 時間: 2025-3-28 20:31
Numerical Methods for Integration and Search for Minima,r of random variables. Of course, integration includes the computation of the expected values of functions dependent on random variables. However, the latter shows peculiar nontrivial aspects that the former does not have. In case of a large number of random variables, the use of regular grids impli作者: 支架 時間: 2025-3-29 01:30
,Deterministic Optimal Control over?a?Finite Horizon,dom variables influence either the dynamic system or the cost function. Then, there is no necessity of estimating the state vector. Such optimization problems are stated for their intrinsic practical importance and to describe the basic concepts of dynamic programming. As the problems are formulated作者: Felicitous 時間: 2025-3-29 06:53 作者: 在駕駛 時間: 2025-3-29 10:11 作者: 過濾 時間: 2025-3-29 14:43
Team Optimal Control Problems,ormation and aim at minimizing a common cost functional. This organization can be described within the framework of “team theory.” Unlike the classical optimal control problems, linear-quadratic-Gaussian hypotheses are sufficient neither to obtain an optimal solution in closed-loop form nor to under
