Essays about: "monte carlo algorithm"

Showing result 21 - 25 of 165 essays containing the words monte carlo algorithm.

1. 21. High-performance Monte Carlo Computations for Adhesive Bands Formation

   University essay from Karlstads universitet

   Author : Karim Ali Shah; [2022]
   Keywords : Lattice model; Monte Carlo method; ternary mixtures; evaporation; morphology formation; adhesive bands.;

   Abstract : We propose a lattice model for three stochastically interacting components that mimicsthe formation of the internal structure of adhesive bands via evaporating one component(the solvent) by thermal gradient. We use high-performance computing resources toinvestigate the formation of rubber-acrylate morphologies. READ MORE

3. 22. Optimization of Grid Connection Capacity for Onshore Wind Farms

   University essay from Uppsala universitet/Elektricitetslära

   Author : Patrik Wall; [2022]
   Keywords : icing; optimization; grid capacity; full-performance; power curve; Monte Carlo; Markov chain;

   Abstract : This thesis investigates if the profitability of a wind farm can be increased by reducing itscontracted grid capacity. Two years of SCADA data is cleaned from non- and partialperformance which is used to estimate a wake reduced annual power time series. READ MORE

4. 23. Exploring AI Play Patterns in Xiangqi

   University essay from Högskolan i Skövde/Institutionen för informationsteknologi

   Author : Ziwen Song; [2022]
   Keywords : Xiangqi; Ludii; AI; Minimax; Flat MC; UCT; Monte-Carlo;

   Abstract : In this study, we aim to explore the characteristics of different AI algorithms using the classical Chinese board game xiangqi as the testbed. We did this by utilizing four different build-in AI agents in Ludii: Random, Flat MC, UCT and Minimax, and having them playing against each other in all possible match ups and exploring their play patterns. READ MORE

5. 24. Spatial Statistical Modelling of Insurance Claim Frequency

   University essay from Lunds universitet/Matematisk statistik

   Author : Daniel Faller; [2022]
   Keywords : Insurance risk; claim frequency; Markov chain Monte Carlo MCMC ; Riemann manifold Metropolis adjusted Langevin algorithm MMALA ; spatial statistics; Gaussian Markov random field GMRF ; preconditioned Crank Nicolson Langevin algorithm pCNL ; Gibbs sampling; Bayesian hierarchical modelling; high dimensional; shrinkage prior; horseshoe prior; regularisation.; Mathematics and Statistics;

   Abstract : In this thesis a fully Bayesian hierarchical model that estimates the number of aggregated insurance claims per year for non-life insurances is constructed using Markov chain Monte Carlo based inference with Riemannian Langevin diffusion. Some versions of the model incorporate a spatial effect, viewed as the relative spatial insurance risk that originates from a policyholder's geographical location and where the relative spatial insurance risk is modelled as a continuous spatial field. READ MORE

6. 25. Optimization of Physical Uplink Resource Allocation in 5G Cellular Network using Monte Carlo Tree Search

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Gerard Girame Rizzo; [2022]
   Keywords : 5G NR; PUCCH format; Combinatorial optimization; Physical resource allocation; Monte Carlo Tree Search; 5G NR; PUCCH-format; kombinatorisk optimering; fysisk resursfördelning; Monte Carlo Tree Search;

   Abstract : The Physical Uplink Control Channel (PUCCH), which is mainly used to transmit Uplink Control Information (UCI), is a key component to enable the 5G NR system. Compared to LTE, NR specifies a more flexible PUCCH structure to support various applications and use cases. READ MORE