Stochastic dynamics

Part 2 of ebook "Device applications of nonlinear dynamics" provides readers with contents including: signal processing and applications; suprathreshold stochastic resonance mediated by multiplicative noise; noise for health, phage-based rapid bacterial identification method; parametric resonance near hopf-turing instability boundary; recurrent neural networks in rainfall–runoff modeling at daily scale; distributed data acquisition system for environment monitoring nonlinear processes;...

99p dongmelo 26-05-2024 4 3   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

Ebook "Dynamic analysis and design of offshore structures" attempts to provide readers with an overall idea of various types of offshore platform geometries. It covers the various environmental loads encountered by these structures, a detailed description of the fundamentals of structural dynamics in a class-room style, estimate of damping in offshore structures and their applications in the preliminary analysis and design. Basic concepts of structural dynamics are emphasized through simple illustrative examples and exercises.

305p cotieubac1004 15-03-2024 1 0   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

Ebook Control theory and systems biology: Part 1 includes content: A primer on control engineering, modeling and analysis of stochastic biochemical networks, spatial modeling, quantifying properties of cell signaling cascades, graph s and the dynamics of biochemical networks,... and other contents.

157p longtimenosee03 01-02-2024 1 0   Download

Ebook "Stochastic optimization methods in finance and energy: New financial products and energy market strategies" presents a collection of contributions dedicated to applied problems in the financial and energy sectors that have been formulated and solved in a stochastic optimization framework. The invited authors represent a group of scientists and practitioners, who cooperated in recent years to facilitate the growing penetration of stochastic programming techniques in real-world applications, inducing a significant advance over a large spectrum of complex decision problems.

499p tuongnhuoclan 28-11-2023 8 5   Download

Ebook "Dynamic bayesian networks - Representation, inference and learning" includes content: Introduction, DBNs - Representation, exact inference in DBNs, approximate inference in DBNs - Deterministic algorithms, approximate inference in DBNs - Stochastic algorithms, DBNs - learning.

223p haojiubujain07 20-09-2023 8 4   Download

Ebook "Neural networks - A comprehensive foundation" includes content: Introduction, learning processes; single layer perceptrons; multilayer perceptrons; radial basis function networks; support vector machines; committee machines; principal components analysis; self organizing maps; information theoretic models; stochastic machines and their approximates rooted in statistical mechanics; neurodynamic programming; temporal processing using feedforward networks; neurodynamics; dynamically driven recurrent networks.

823p haojiubujain07 20-09-2023 6 2   Download

Part 2 book "Principles of sequencing and scheduling" includes content: Flow shop scheduling, stochastic flow shop scheduling, lot streaming procedures for the flow shop, scheduling groups of jobs, the job shop problem, simulation models for the dynamic job shop, network methods for project scheduling, resource constrained project scheduling, project analytics, analytics based safe project scheduling.

346p oursky03 21-08-2023 9 6   Download

Part 2 book "Principles of sequencing and scheduling" includes content: Parallel machine models, flow shop scheduling, stochastic flow shop scheduling, lot streaming procedures for the flow shop, scheduling groups of simulation models for the dynamic job shop, network methods for project scheduling, resource constrained project scheduling, safe scheduling for projects.

295p oursky01 24-07-2023 5 3   Download

Continued part 1, part 2 of ebook "Logistics management and industrial engineering" presents the following content: robust optimization of a mathematical model to design a dynamic cell formation problem considering labor utilization; a reliability-based maintenance technicians’ workloads optimisation model with stochastic consideration; a mixed integer bi-level DEA model for bank branch performance evaluation by Stackelberg approach;...

111p dieptieuung 14-07-2023 7 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 23 5   Download

The paper "Predicting contractor failure using stochastic dynamics of economic and financial variables" examines the pattern of stochastic dynamics, which includes percentage changes, trends, and volatility for economic and financial variables of failed and nonfailed contractors and uses them to predict contractor failure. Contractor failure is defined as the termination of a contractor's operation.

9p runordie3 27-06-2022 10 6   Download

This study proposes an alternative approach based on the deep learning paradigm working in a complementary way with conventional methods such as the finite element method for quickly forecasting the responses of structures under random wind loads with reasonable accuracy. The approach works in a sequenceto-sequence fashion, providing a good trade-off between the prediction performance and required computation resources.

11p haoasakura 30-05-2022 32 2   Download

Single-molecule RNA fluorescence in situ hybridization (smFISH) provides unparalleled resolution in the measurement of the abundance and localization of nascent and mature RNA transcripts in fixed, single cells. We developed a computational pipeline (BayFish) to infer the kinetic parameters of gene expression from smFISH data at multiple time points after gene induction.

12p vialfrednobel 29-01-2022 11 0   Download

This paper presents a study to predict the probabilistic characteristics of lateral dynamic motions of a long heavy cable moving at speed within a tall host structure. The cable is subjected to a base-motion (kinematic) excitation due to a low frequency sway of the structure.

11p guernsey 28-12-2021 9 0   Download

In this paper, we study the stochastic behavior of some lattice beams, called Hencky bar-chain model and their non-local continuous beam approximations. Hencky bar-chain model is a beam lattice composed of rigid segments, connected by some homogeneous rotational elastic links.

32p inception36 30-11-2021 9 2   Download

The aim of this note is considering a dynamical system expressed by a Langevin equation driven by a Volterra process. An Ornstein - Uhlenbeck process as the solution of this kind of equation is described and a problem of state estimation (filtering) for this dynamical system is investigated as well.

8p spiritedaway36 25-11-2021 9 1   Download

Time series single-cell RNA sequencing (scRNA-seq) data are emerging. However, the analysis of time series scRNA-seq data could be compromised by 1) distortion created by assorted sources of data collection and generation across time samples and 2) inheritance of cell-to-cell variations by stochastic dynamic patterns of gene expression.

16p visilicon2711 20-08-2021 7 1   Download

This paper presents a development of stochastic tool to assess impacts of RES integration. Intelligent strategies to control voltage and frequency in a microgrid are also proposed. Energy management strategies for a gridconnected or isolated microgrid are developed by using dynamic programming or multiagent system.

21p vioregon2711 22-02-2021 7 3   Download