Stochastic optimization

The authors propose a novel BCMO-DNN algorithm for vibration optimization of functionally graded porous microplates. The theory is based on a unified framework of higher-order shear deformation theory and modified strain gradient theory. A hybrid combination of deep learning neural network and balancing composite motion optimization is developed to solve the optimization problems and predict stochastic vibration behaviors of functionally graded porous microplates with uncertainties of material properties.

12p dathienlang1012 03-05-2024 3 0   Download

In this study, we explore reseach methodologi, industry and the aspect of uncertainty. We make an analysis uncertainty for the topic, approach, model formulation and make comparison of uncertainty reseach area. The most used approach and method on uncertainty are Mixed Integer Linear Programing, mixed integer nonlinear Programing, Robust Fuzzy Stochastic Programming, and Improved kriging-assisted robust optimization method. Customer demand, total cost, product returns are the most widely researched aspects.

11p longtimenosee07 29-03-2024 2 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

Part 2 book "Numerical methods for chemical engineering" includes content: Numerical optimization, boundary value problems, probability theory and stochastic simulation, bayesian statistics and parameter estimation, fourier analysis.

263p muasambanhan09 12-03-2024 1 0   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 2 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 "Average-cost control of stochastic manufacturing systems" articulates a new theory that shows that hierarchical decision making can in fact lead to a near optimization of system goals. The material in the book cuts across disciplines. It will appeal to graduate students and researchers in applied mathematics, operations management, operations research, and system and control theory.

323p loivantrinh 29-10-2023 4 2   Download

The problem of guaranteed cost control in this paper for a class of two-dimensional (2D) systems is described by the Roesser model with multiplicative stochastic noises. A convex optimization problem with linear matrix inequality constraints is formulated to show the guaranteed cost controller which minimizes the guaranteed cost of the closed-loop uncertain systems.

10p visharma 20-10-2023 5 2   Download

Continued part 1, part 2 of ebook "Mathematical methods for finance: Tools for asset and risk management" provides readers with contents including: chapter 7 - optimization; chapter 8 - difference equations; chapter 9 - differential equations; chapter 10 - stochastic integrals; chapter 11 - stochastic differential equations;...

156p hanlinhchi 29-08-2023 9 4   Download

Continued part 1, part 2 of ebook "Business risk management: Models and analysis" provides readers with contents including: Chapter 6 - Understanding risk behavior; Chapter 7 - Stochastic optimization; Chapter 8 - Robust optimization; Chapter 9 - Real options; Chapter 10 - Credit risk; Appendix A - Tutorial on probability theory; Appendix B - Answers to even-numbered exercises;...

204p hanlinhchi 28-08-2023 6 5   Download

Part 1 book "Principles of sequencing and scheduling" includes content: Introduction, single machine sequencing, optimization methods for the single machine problem, heuristic methods for the single machine problem, earliness and tardiness costs, sequencing for stochastic scheduling, safe scheduling, extensions of the basic model, parallel machine models.

292p oursky03 21-08-2023 7 5   Download

Part 2 book "Logistic optimization of chemical production processes" includes content: Engineered mixed-integer programming in chemical batch scheduling; milp optimization models for short-term scheduling of batch processes; uncertainty conscious scheduling by two stage stochastic optimization; scheduling based on reachability analysis of timed automata; integrated short and midterm scheduling of chemical production processes – a case study; integration of scheduling with ERP systems.

150p oursky01 24-07-2023 8 6   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

Part 1 book "Principles of sequencing and scheduling" includes content: Introduction, single-Machine sequencing, optimization methods for the single - machine problem, heuristic methods for the single -machine problem, earliness and tardiness costs, sequencing for stochastic scheduling, safe scheduling, extensions of the basic model.

215p oursky01 24-07-2023 7 3   Download

Continued part 1, part 2 of ebook "Advances in global optimization" has presents the following content: Part IV - Topology optimization; Part V - Variational inequalities and complementarity problems; Part VI - Numerical optimization; Part VII - Stochastic models and simulation; Part VIII - Complex simulation and supply chain analysis;...

317p dieptieuung 19-07-2023 6 2   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

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

A new formulation to calculate the shakedown limit load of Kirchhoff plates under stochastic conditions of strength is developed. Direct structural reliability design by chance constrained programming is based on the prescribed failure probabilities, which is an effective approach of stochastic programming if it can be formulated as an equivalent deterministic optimization problem.

4p vifalcon 16-05-2023 6 3   Download