Monte carlo optimization
-
Ebook "Control and optimization of multiscale process systems" presents general methods for feedback controller synthesis and optimization of multiscale systems, illustrating their application to thin-film growth, sputtering processes, and catalytic systems of industrial interest. Beginning with an introduction to general issues on control and optimization of multiscale systems and a review of previous work in this area, the book discusses detailed modeling approaches for multiscale processes with emphasis on the theory and implementation of kinetic Monte Carlo simulation.
247p manmanthanhla0201 27-02-2024 3 1 Download
-
Part 2 book "Computational many-particle physics" includes content: Autocorrelations in quantum monte carlo simulations of electron phonon models, diagrammatic monte carlo and stochastic optimization methods for complex composite objects in macroscopic baths, path integral monte carlo simulation of charged particles in traps, ab-initio approach to the many electron problem,... and other contents.
414p muasambanhan05 16-01-2024 1 0 Download
-
Ebook "Modeling risk: Applying Monte Carlo simulation, real options analysis, forecasting, and optimization techniques" provides a qualitative and quantitative description of risk, as well as introductions to the methods used in identifying, quantifying, applying, predicting, valuing, hedging, diversifying, and managing risk through rigorous examples of the methods’ applicability in the decision-making process.
623p tuongnhuoclan 28-11-2023 5 4 Download
-
Continued part 1, part 2 of ebook "Practical methods of financial engineering and risk management: Tools for modern financial professionals" provides readers with contents including: chapter 5 - optimal hedging monte carlo methods; chapter 6 - introduction to credit derivatives; chapter 7 - risk types, CVA, basel III, and OIS discounting; chapter 8 - power laws and extreme value theory; chapter 9 - hedge fund replication;...
180p hanlinhchi 29-08-2023 7 3 Download
-
Continued part 1, part 2 of ebook "Basic concepts in computational physics (Second edition)" has presents the following content: stochastic methods; pseudo-random number generators; random sampling methods; a brief introduction to monte-carlo methods; the ising model; some basics of stochastic processes; the random walk and diffusion theory; markov-chain monte carlo and the potts model; data analysis; stochastic optimization; the two-body problem;...
221p dieptieuung 20-07-2023 5 2 Download
-
Lecture Convex optimization - Chapter: Stochastic programming. This chapter presents the following content: Stochastic programming, ’certainty equivalent’ problem, violation/shortfall constraints and penalties, Monte Carlo sampling methods, validation.
21p runthenight09 16-05-2023 3 3 Download
-
In this paper, we investigate the physical layer security technique of a cooperative communication network with a source node having multiple transmitting antennas, in which these antennas provide the most optimal antenna to increase security performance to a destination node via a relay node in the presence of an eavesdropper node.
9p vidoctorstrange 06-05-2023 3 2 Download
-
In this study, GEANT4 and MCNP software are used to simulate and optimization cylindrical container geometries of environmental samples for measurement on low background gamma spectrometry system.
9p visnape 30-01-2023 7 4 Download
-
Ebook Business analytics: Data analysis & decision making - Part 2 presents the following content: Introduction to data mining, spreadsheet modeling and analysis, monte carlo simulation and risk analysis, linear optimization, applications of linear optimization, integer optimization, decision analysis.
700p runthenight03 06-12-2022 7 3 Download
-
In the study "Optimization of the Compton suppression gamma-ray spectroscopy in Neutron activation analysis system: Monte carlo", the performance of the Compton suppression system (CSS) at the lab of Neutron Activation Analysis (KAERI) was optimized using Monte Carlo code through the evaluation of the Compton Suppression factor (CSF).
14p lieuyeuyeu18 23-12-2022 8 3 Download
-
Ebook Introduction to computation and programming using Python: Part 2 include of the following content: chapter 11 plotting and more about classes; chapter 12 stochastic programs, probability, and statistics; chapter 13 random walks and more about data visualization; chapter 14 monte carlo simulation; chapter 15 understanding experimental data; chapter 16 lies, damned lies, and statistics; chapter 17 knapsack and graph optimization problems; chapter 18 dynamic programming; chapter 19 a quick look at machine learning.
158p runthenight03 07-12-2022 22 4 Download
-
The paper presents the results of the development of a neutron detector for radiation protection purposes. Monte Carlo simulations, using MCNP5 code, were performed to optimize the configuration of the neutron detector. The developed detector consists of a 3He proportional counter embedded in a multi-layer moderator made of high-density polyethylene (HDPE) and Cadmium.
7p princessmononoke 29-11-2021 5 1 Download
-
Investigation of electron absorbed dose distribution inside a Lo Ren star apple irradiated by 10 Mev electron beam has been performed based on Monte Carlo simulation using the MCNP4c code. Dose uniformity ratio (DUR) inside the Lo Ren star apple has also been evaluated and optimized using additional medium density fiberboards (MDF) outside the carton box. The DUR inside the fruit without using the additional MDF boards was estimated of about 2.47, which is excessively high for fruit irradiation compared to a desirable value of less than 1.5.
8p kequaidan11 13-04-2021 18 2 Download
-
This article presents a highly important and detailed techno-economic analysis of a grid-connected wind farm, considered as one of the most potential location in the south of Albania, part of Tepelena region, Mamaj village. The procedure of selection of the wind turbine type is performed by evaluating the maximum Capacity Factor (CF) among 15 different types of wind turbines applied using WAsP energy tool enabling the optimization of energy system while economic analysis uses a Monte Carlo simulation well designed on RETScreen Expert tool.
18p nguaconbaynhay10 22-02-2021 11 0 Download
-
In this study, we extended the replica exchange Monte Carlo (REMC) sampling method to protein–small molecule docking conformational prediction using RosettaLigand. In contrast to the traditional Monte Carlo (MC) and REMC sampling methods, these methods use multi-objective optimization Pareto front information to facilitate the selection of replicas for exchange.
21p viflorida2711 30-10-2020 6 1 Download
-
The rapid adoption of CRISPR technology has enabled biomedical researchers to conduct CRISPRbased genetic screens in a pooled format. The quality of results from such screens is heavily dependent on the selection of optimal screen design parameters, which also affects cost and scalability.
12p viflorida2711 30-10-2020 9 1 Download
-
The PETALE experimental programme in the CROCUS reactor intends to provide integral measurements to constrain stainless steel nuclear data. This article presents the tools and the methodology developed to design and optimize the experiments, and its operating principle.
8p christabelhuynh 29-05-2020 4 0 Download
-
This paper gives an overview of the evaluation processes used for nuclear data at CEA. After giving Bayesian inference and associated methods used in the CONRAD code [P. Archier et al., Nucl. Data Sheets 118, 488 (2014)], a focus on systematic uncertainties will be given.
8p christabelhuynh 29-05-2020 6 1 Download
-
This paper presents a new method for selection of optimal options portfolios. The problem of defining optimal portfolios of real options is formulated as integer programming. The algorithm of generating an optimal portfolio of real options is also presented.
18p tohitohi 22-05-2020 16 1 Download
-
In this paper, an attempt has been made to develop a mathematical model in order to study the relationship between laser cutting parameters such as laser power, cutting speed, assist gas pressure and focus position, and kerf taper angle obtained in CO2 laser cutting of AISI 304 stainless steel.
10p toritori 11-05-2020 4 0 Download