Stochastic Methods in Optimization and Machine Learning

Συγγραφείς: Li, Fengpei

Θεματικοί όροι: Artificial intelligence, Machine learning, Stochastic processes--Computer programs, Operations research

A Framework for Analyzing Stochastic Optimization Algorithms Under Dependence

Συγγραφείς: Zhou, Chaoxu

Θεματικοί όροι: Monte Carlo method, Mathematical optimization--Computer programs, Stochastic processes--Computer programs, Operations research, Computer algorithms

Informal Introduction to Stochastic Processes with Maple

Συγγραφείς: Jan Vrbik, Paul Vrbik

Resource Type: eBook.

Θέματα: Stochastic processes--Computer programs

Categories: MATHEMATICS / Probability & Statistics / General, BUSINESS & ECONOMICS / Management Science, BUSINESS & ECONOMICS / Operations Research, COMPUTERS / Mathematical & Statistical Software

Analysis of failure data for estimating availability and reliability indicators using statistical and stochastic methods.

Συγγραφείς: KONWERSKI, Jakub, ZIÓŁKOWSKI, Jarosław, OSZCZYPAŁA, Mateusz, MAŁACHOWSKI, Jerzy, LĘGAS, Aleksandra

Πηγή: Maintenance & Reliability / Eksploatacja i Niezawodność; 2026, Vol. 28 Issue 2, p1-22, 22p

Θεματικοί όροι: Markov processes, Stochastic analysis, Engineering systems, Maintainability (Engineering), Failure analysis, Mathematical statistics, Reliability in engineering

Stochastic load frequency control of power systems via Gaussian processes.

Συγγραφείς: Ma, Tong, Barajas-Solano, David Alonso, Tartakovsky, Alexandre M.

Πηγή: International Journal of Control; May2026, Vol. 99 Issue 5, p1279-1294, 16p

Θεματικοί όροι: Gaussian processes, Stochastic programming, Research methodology, Uncertainty (Information theory), Predictive control systems, Electric power systems, Wind power

Mathematical modeling of a pH swing precipitation process and optimal model design.

Συγγραφείς: Hiremath, Sandesh Athni, Hegde, Chinmay, Voigt, Andreas

Πηγή: Applied Mathematics for Modern Challenges; Jun2026, Vol. 8, p1-53, 53p

Θεματικοί όροι: Precipitation (Chemistry), Calcium carbonate, Stochastic partial differential equations, Stochastic differential equations, Particle size distribution, Artificial neural networks, Chemical kinetics, Mathematical models

Optimization of straw supply chain considering carbon emissions, supply uncertainty and facility disruption risk.

Συγγραφείς: Mao, Jia, Zhou, Yanzhi, Shan, Lijie, Cheng, Jinyuan

Πηγή: Environment, Development & Sustainability; Feb2026, Vol. 28 Issue 2, p4855-4889, 35p

Θεματικοί όροι: Stochastic programming, Uncertainty (Information theory), Geographic information systems, Carbon emissions, Mathematical optimization, Sustainable development

Γεωγραφικοί όροι: Jilin (Jilin Sheng, China)

STUNFO, A STOCHASTIC NEUTRON SPECTRUM UNFOLDING CODE.

Συνεισφορές: Meyer, W

Πηγή: Trans. Amer. Nucl. Soc. 15: No. 2, 982-3 (Nov 1972).; Other Information: From American Nuclear Society international meeting; Washington, D. C. (12 Nov 1972). See CONF-721109. Orig. Receipt Date: 30-JUN-73

Περιγραφή αρχείου: Medium: X

Σύνδεσμος πρόσβασης: http://www.osti.gov/scitech/biblio/4577691

Stochastic programming approaches for an energy-aware lot-sizing and sequencing problem with incentive.

Συγγραφείς: Perraudat, Antoine, Dauzère-Pérès, Stéphane, Mason, Scott Jennings

Πηγή: International Journal of Production Research; Oct2022, Vol. 60 Issue 19, p5746-5768, 23p, 3 Diagrams, 11 Charts, 4 Graphs

Θεματικοί όροι: Industrial management, Electric power consumption, Energy management, Stochastic programming, Electric utilities, Electricity pricing

Seasonal Hidden Markov Models for Stochastic Time Series with Periodically Varying Characteristics

Συγγραφείς: Lewis, Arthur M.

Πηγή: Dissertations and Theses

Θεματικοί όροι: Markov processes -- Computer programs, Precipitation variability -- Computer programs, Electrical and Computer Engineering, Electrical and Electronics

Περιγραφή αρχείου: application/pdf

Relation: https://pdxscholar.library.pdx.edu/open_access_etds/5056; https://pdxscholar.library.pdx.edu/context/open_access_etds/article/6128/viewcontent/Lewis_Arthur_1995.pdf

Διαθεσιμότητα: https://pdxscholar.library.pdx.edu/open_access_etds/5056
https://doi.org/10.15760/etd.6932
https://pdxscholar.library.pdx.edu/context/open_access_etds/article/6128/viewcontent/Lewis_Arthur_1995.pdf

Stochastic models in finance

Συγγραφείς: Mazengera, Hassan

Θεματικοί όροι: Finance -- Mathematical models, C++ (Computer program language), GARCH model, Lebesgue-Radon-Nikodym theorems, Radon measures, Stochastic models, Stochastic processes, Stochastic processes -- Computer programs, Martingales (Mathematics), Pricing -- Mathematical models, envir, eco

Relation: http://hdl.handle.net/10962/162724

Διαθεσιμότητα: http://hdl.handle.net/10962/162724

APE machine: a novel stochastic computer based on a set of automonous processing elements

Συνεισφορές: Wo, Yiu [Univ. of Illinois, Urbana, IL (United States)]

Πηγή: Other Information: Thesis. UNCL. Orig. Receipt Date: 30-JUN-73

Περιγραφή αρχείου: Medium: ED; Size: 114 p.

Σύνδεσμος πρόσβασης: http://www.osti.gov/scitech/servlets/purl/4545329

A two-stage group stochastic preference analysis based on best-worst method.

Συγγραφείς: Dai, Ning, Zhou, Ligang, Wu, Qun

Πηγή: Applied Intelligence; Nov2024, Vol. 54 Issue 22, p11233-11247, 15p

Θεματικοί όροι: Group decision making, Monte Carlo method, Stochastic analysis, Decision making, Algorithms

The New GENDYN Program.

Συγγραφείς: Hoffmann, Peter

Πηγή: Computer Music Journal; Summer2000, Vol. 24 Issue 2, p31-38, 8p, 3 Diagrams

Θεματικοί όροι: Programming languages, Computer music, Software engineering, Stochastic analysis

American Option Valuation Under the Framework of CGMY Model with Regime-Switching Process.

Συγγραφείς: Fan, Congyin, Gu, Xian-Ming, Dong, Shuhong, Yuan, Hua

Πηγή: Computational Economics; Aug2025, Vol. 66 Issue 2, p1455-1479, 25p

Θεματικοί όροι: Finite difference method, Fractional differential equations, Derivative securities, Numerical calculations, Stochastic processes, Boundary value problems

Distributionally Robust Strategy Synthesis for Switched Stochastic Systems

Συγγραφείς: Gracia, Ibón, Boskos, Dimitris, Laurenti, Luca, Mazo Jr, Manuel

Πηγή: Proceedings of the 26th ACM International Conference on Hybrid Systems: Computation and Control. :1-10

Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3575870.3587127

Optimization system for workforce allocation for the ship hull section assembly process.

Συγγραφείς: Skibińska, Klaudia

Πηγή: Scientific Journals of The Maritime University of Szczecin / Zeszyty Naukowe Akademii Morskiej w Szczecinie; 2025, Vol. 153 Issue 81, p95-103, 9p

Θεματικοί όροι: Decision support systems, Mathematical optimization, Manufacturing processes, Evolutionary algorithms, Stochastic models, Discrete event simulation, Boat design & construction, Labor supply

Stochastic LQ Control with Extra Measurability Restriction.

Συγγραφείς: Wang, Hongxia, Hu, Yuxi, Li, Zixing, Song, Lianfeng

Πηγή: Journal of Systems Science & Complexity; Jun2024, Vol. 37 Issue 3, p1003-1022, 20p

Verifier's Dilemma in Proof-of-Work Public Blockchains: A Quantitative Analysis.

Συγγραφείς: SMUSEVA, DARIA, MARIN, ANDREA, ROSSI, SABINA, VAN MOORSEL, AAD

Πηγή: ACM Transactions on Modeling & Computer Simulation; Apr2025, Vol. 35 Issue 2, p1-24, 24p

Θεματικοί όροι: Markov processes, Stochastic processes, Bitcoin, Miners, Dilemma, Blockchains

Reliability modeling and optimal maintenance strategies for stochastically deteriorating systems with random degradation latency.

Συγγραφείς: Dong, Wenjie, Cao, Yingsai, Zhang, Jingru

Πηγή: Annals of Operations Research; Feb2025, Vol. 345 Issue 1, p105-124, 20p

Θεματικοί όροι: Poisson processes, Electric lines, Reliability in engineering, Stochastic processes, Cost