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Approximate Bayesian Inference
| Approximate Bayesian Inference |
| Autore | Alquier Pierre |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (508 p.) |
| Soggetto topico |
Mathematics and Science
Research and information: general |
| Soggetto non controllato |
approximate Bayesian computation
Approximate Bayesian Computation approximate Bayesian computation (ABC) Bayesian inference Bayesian sampling Bayesian statistics Bethe free energy bifurcation complex systems control variates data imputation data streams deep learning differential evolution differential privacy (DP) discrete state space dynamical systems Edward-Sokal coupling entropy ergodicity expectation-propagation factor graphs fixed-form variational Bayes Gaussian generalisation bounds Gibbs posterior gradient descent greedy algorithm Hamilton Monte Carlo hyperparameters integrated nested laplace approximation Kullback-Leibler divergence Langevin dynamics Langevin Monte Carlo Laplace approximations machine learning Markov chain Markov chain Monte Carlo Markov Chain Monte Carlo Markov kernels MCMC MCMC-SAEM mean-field message passing meta-learning Monte Carlo integration network modeling network variability neural networks no free lunch theorems non-reversible dynamics online learning online optimization PAC-Bayes PAC-Bayes theory particle flow principal curves priors probably approximately correct regret bounds Riemann Manifold Hamiltonian Monte Carlo robustness sequential learning sequential Monte Carlo Sequential Monte Carlo sleeping experts sparse vector technique (SVT) statistical learning theory statistical mechanics Stiefel manifold stochastic gradients stochastic volatility thinning variable flow variational approximations variational Bayes variational free energy variational inference variational message passing |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910576874903321 |
Alquier Pierre
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Optimization Methods Applied to Power Systems Ⅱ
| Optimization Methods Applied to Power Systems Ⅱ |
| Autore | Montoya Francisco G |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (350 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
algorithm framework
Ansys Maxwell biodiesel power generator (BDPG) bunching butterfly optimization technique (BOA) circuit breaker classification cold-thermal-electricity integrated energy system computer simulation contingency constrained optimal power flow corrective control corrective formulation decision tree distributed generation distribution transformer taps dragonfly algorithm earthing earthing system economic dispatch Economic load dispatch (ELD) efficiency electric vehicle electricity markets electromagnetic wave propagation energy efficiency energy storage management FANP feasible interval of load rate feature selection frequency regulation fuzzy theory gas insulated switchgear genetic algorithm global optimization hydroelectric IOT isolated hybrid microgrid system (IHμGS) K-NN algorithm klystron line outage distribution factors linear OPF problem maximum capacity MCDM metaheuristic microgrid microgrid energy management microwave multi time scales multi-behavior combination multi-energy complementation multi-objective multi-objective optimization network modeling non-linear programming online operation optimal power flow optimisation optimization optimization techniques optimize operation partial discharges particle swarm optimization population-based intelligent optimization algorithm post-contingency overflow power line communication (PLC) power quality disturbances power system preventive control preventive formulation quadratically constrained quadratic programming renewable energy resotrode S-transform security-constrained security-constrained OPF Security-Constraint Unit Commitment sensitivity analysis sensitivity factors shift-factors smart grid solar tower (ST) support vector machine swarm optimization thermal inertia Three-phase optimal power flow TOPSIS touch voltage transmission line UHF measurement unit commitment user cuts vehicle to grid (V2G) voltage regulation wind and solar energies |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557780003321 |
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Montoya Francisco G
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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