The stochastic process

Part 2 of ebook "Machine learning in medicine - A complete overview" provides readers with contents including: Chapter 50 - Neural networks for assessing relationships that are typically nonlinear; Chapter 51 - Complex samples methodologies for unbiased sampling; Chapter 52 - Correspondence analysis for identifying the best of multiple treatments in multiple groups; Chapter 53 - Decision trees for decision analysis; Chapter 54 - Multi-dimensional scaling for visualizing experienced drug efficacies; Chapter 55 - Stochastic processes for long term predictions from short term observations;...

194p daonhiennhien 03-07-2024 1 1   Download

In this current study, damage in three beam-like structures is identified by means of an improved version of the gapped smooth method, namely a curvature-based gapped smooth method. Only unhealthy data of structures are extracted to determine the developed index.

15p viwalton 02-07-2024 2 1   Download

Ebook "Durability design of concrete structures: Report of RILEM technical committee 130-CSL" is the first systematic attempt to introduce into structural design a general theory of structural reliability and existing calculation models for common degradation processes. It covers both the theoretical background and practical design for service life and includes worked examples which highlight the application of the design procedure and methods.

93p dongmelo 26-05-2024 4 2   Download

Ebook "Partitions, hypergeometric systems, and dirichlet processes in statistics" focuses on statistical inferences related to various combinatorial stochastic processes. Specifically, it discusses the intersection of three subjects that are generally studied independently of each other: partitions, hypergeometric systems, and Dirichlet processes. The Gibbs partition is a family of measures on integer partition, and several prior processes, such as the Dirichlet process, naturally appear in connection with infinite exchangeable Gibbs partitions.

140p tracanhphuonghoa1007 22-04-2024 5 2   Download

Part 1 book "Plasma physics - An introduction to laboratory, space, and fusion plasmas" includes content: Introduction, definition of the plasma state, single particle motion in electric and magnetic fields, stochastic processes in a plasma, fluid models, plasma waves.

189p muasambanhan10 03-04-2024 7 1   Download

The work "Supply chain model of a manufacturing enterprise: Multi-agent approach" aims to develop a supply chain model (SCM) for a production plant with limited supply chains, depending on the enterprise’s orders stock. To identify an agents' cooperation model, dynamic interaction within the stochastic uncertainty in the raw materials supply and orders for finished products was modeled using a multi-agent approach. The cooperation model includes production processes, from the raw materials supply to the release of finished products.

8p longtimenosee07 29-03-2024 3 2   Download

Part 2 book " Process intensification in chemical engineering - Design optimization and control" includes content: Process intensification by reactive distillation; process intensification in biotechnology applications; process intensification - industrial applications; stochastic optimization for process intensification; process intensification in the production of liquid biofuels - Strategies to minimize environmental impact dynamics; controllability and control of intensified processes.

202p muasambanhan09 16-03-2024 5 1   Download

Part 2 book "Coulson and Richardson’s chemical engineering (Vol 3B: Process control)" edited by Sohrab Rohani includes content: Control system design in the state space and frequency domain; modeling and control of stochastic processes; model predictive control of chemical processes - a tutorial; optimal control; control and optimization of batch chemical processes; nonlinear control; economic model predictive control of transport reaction processes.

311p muasambanhan09 16-03-2024 1 1   Download

Ebook "Classical and spatial stochastic processes: With applications to biology (Second edition)" presents the concepts and applications of random processes with the same illuminating simplicity as its first edition, but with the notable addition of substantial modern material on biological modeling. While still treating many important problems in fields such as engineering and mathematical physics, the book also focuses on the highly relevant topics of cancerous mutations, influenza evolution, drug resistance, and immune response.

271p manmanthanhla0201 26-02-2024 4 1   Download

Part 2 book "Stochastic processes - From physics to finance" includes content: Beyond the central limit theorem - Lévy distributions, modeling the financial market, stable distributions revisited.

146p muasambanhan07 08-02-2024 1 0   Download

Part 2 book "Advanced engineering mathematics with MATLAB R" includes content: Complex variables; the fourier transform; the laplace transform; the Z transform; the hilbert transform; green’s functions; probability; random processes; Itô’s stochastic calculus.

540p muasambanhan06 01-02-2024 2 1   Download

The applications in this book are limited to the analysis of samples of fixed size. Applications to more general stochastic processes, including sequential analysis, will make a natural sequel, but are outside the scope of this book. In some measure this book is a product of questions asked by students and the need for a presentation avoiding special approaches for problems that are essentially related. It is my hope that the experienced statistician will see in this book familiar things in a unified, ifun- familiar, way, and that the student will find this approach instructive.

409p haojiubujain08 01-11-2023 6 2   Download

Continued part 1, part 2 of ebook "Probability theory" provides readers with contents including: properties of the trajectories of random walks zero-one laws; random walks and factorisation identities; sequences of dependent trials markov chains; information and entropy; stationary sequences; stochastic recursive sequences; continuous time random processes; processes with independent increments; functional limit theorems;...

409p hanlinhchi 29-08-2023 6 3   Download

In particular, the drift coefficient blows up at 0. We first prove that this equation has a unique positive solution, and then propose a semi-implicit Euler approximation scheme for the equation, and finally show that it is also positive, and study its rate of convergence.

14p viberkshire 09-08-2023 6 3   Download

Part 1 book "Logistic optimization of chemical production processes" includes content: Supply chain and supply chain management; logistics simulation in the chemical industry, logistics simulation in the chemical industry; planning large supply chain scenarios with “quant based combinatorial optimization”; scheduling and optimization of a copper production process; stochastic tools in supply chain management.

151p oursky01 24-07-2023 8 4   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 9 3   Download

Continued part 1, part 2 of ebook "Introduction to maintenance engineering: Modeling, optimization, and management" has presents the following content: maintenance decision models and optimization; maintenance management; case studies; appendices; introduction to stochastic processes; introduction to the theory of statistics; introduction to optimization; data sets;...

346p dieptieuung 20-07-2023 10 3   Download

The hydrological models are typically classified in stochastic, lumped conceptual and detailed physically-based models. Among these models, only physically-based models consider spatial distribution of driving factors and describe the physical processes by mathematic equations. In this study, the semi-distributed model QSWAT model is selected to simulate the flow to Dak Wi reservoir in Kon Tum province.

3p vipagani 20-10-2022 4 1   Download

Many stochastic processes in practice having the sequences of random variables are generally skewed and dependent and to solve these problems, the application of first-order gamma autoregressive (GAR(1)) model[4] is very effective; especially in the study of streamflow simulation in Stochastic Hydrology. This paper mainly presents the study of Gar(1) model in the simulation of monthly streamflows. To reach this aim, we study Thomas-Fiering model and proposed the Gar(1)-Fragments model.

6p vikoenigsegg 29-09-2022 11 2   Download

Lecture Probability Theory - Lecture 14: Stochastic Processes. In this chapter includes the following topics: Introduction, Systems with Stochastic Inputs, Memoryless Systems, Upcrossings and Downcrossings of a stationary Gaussian process.

49p cucngoainhan0 10-05-2022 5 1   Download