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30 results on '"stochastic dynamic programming"'

3. Stochastic Decision Diagrams

Author

Hooker, J. N., Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, and Schaus, Pierre, editor

Published
2022
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7. Stochastic DP Based on Trained Database for Sub-optimal Energy Management of Hybrid Electric Vehicles

Author

Abdrakhmanov, Rustem, Adouane, Lounis, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Martin, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Gusikhin, Oleg, editor, and Madani, Kurosh, editor

Published
2020
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10. A Stochastic Programming Model for Resource Allocation with Uncertainties and Carbon Emission Constraints

Author

Yang, Wen, Pan, Yanchun, Chen, Xingyu, Kacprzyk, Janusz, Series editor, Pal, Nikhil R., Advisory editor, Bello Perez, Rafael, Advisory editor, Corchado, Emilio S., Advisory editor, Hagras, Hani, Advisory editor, Kóczy, László T., Advisory editor, Kreinovich, Vladik, Advisory editor, Lin, Chin-Teng, Advisory editor, Lu, Jie, Advisory editor, Melin, Patricia, Advisory editor, Nedjah, Nadia, Advisory editor, Nguyen, Ngoc Thanh, Advisory editor, Wang, Jun, Advisory editor, Ahram, Tareq, editor, and Karwowski, Waldemar, editor

Published
2018
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11. Time-Based Maintenance Models Under Uncertainty

Author

Buchholz, Peter, Dohndorf, Iryna, Scheftelowitsch, Dimitri, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, German, Reinhard, editor, Hielscher, Kai-Steffen, editor, and Krieger, Udo R., editor

Published
2018
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18. Markovian Decision Processes with Disturbances

Author

Hinderer, Karl, Rieder, Ulrich, Stieglitz, Michael, Axler, Sheldon, Series editor, Casacuberta, Carles, Series editor, MacIntyre, Angus, Series editor, Ribet, Kenneth, Series editor, Sabbah, Claude, Series editor, Süli, Endre, Series editor, Woyczyński, Wojbor A., Series editor, Hinderer, Karl, Rieder, Ulrich, and Stieglitz, Michael

Published
2016
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20. SDP in Inventory Control: Non-stationary Demand and Service Level Constraints

Author

Pauls-Worm, Karin G. J., Hendrix, Eligius M. T., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Gervasi, Osvaldo, editor, Murgante, Beniamino, editor, Misra, Sanjay, editor, Gavrilova, Marina L., editor, Rocha, Ana Maria Alves Coutinho, editor, Torre, Carmelo, editor, Taniar, David, editor, and Apduhan, Bernady O., editor

Published
2015
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23. Data Parallelism in Traffic Control Tables with Arrival Information

Author

Herrera, Juan F. R., Hendrix, Eligius M. T., Casado, Leocadio G., Haijema, René, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Kobsa, Alfred, Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Lopes, Luís, editor, Žilinskas, Julius, editor, Costan, Alexandru, editor, Cascella, Roberto G., editor, Kecskemeti, Gabor, editor, Jeannot, Emmanuel, editor, Cannataro, Mario, editor, Ricci, Laura, editor, Benkner, Siegfried, editor, Petit, Salvador, editor, Scarano, Vittorio, editor, Gracia, José, editor, Hunold, Sascha, editor, Scott, Stephen L., editor, Lankes, Stefan, editor, Lengauer, Christian, editor, Carretero, Jesus, editor, Breitbart, Jens, editor, and Alexander, Michael, editor

Published
2014
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24. Rehandling Problem of Pickup Containers under Truck Appointment System

Author

Ku, Dusan, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Kobsa, Alfred, Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Goebel, Randy, Series editor, Tanaka, Yuzuru, Series editor, Wahlster, Wolfgang, Series editor, Siekmann, Jörg, Series editor, Hwang, Dosam, editor, Jung, Jason J., editor, and Nguyen, Ngoc-Thanh, editor

Published
2014
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25. Proactive Reactive Scheduling in Resource Constrained Projects with Flexibility and Quality Robustness Requirements

Author

Brčić, Mario, Kalpić, Damir, Katić, Marija, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Kobsa, Alfred, Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Fouilhoux, Pierre, editor, Gouveia, Luis Eduardo Neves, editor, Mahjoub, A. Ridha, editor, and Paschos, Vangelis T., editor

Published
2014
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27. Probability in Electrical Engineering and Computer Science

Author

Walrand, Jean

Subjects
Probability and Statistics in Computer Science, Communications Engineering, Networks, Mathematical and Computational Engineering, Probability Theory and Stochastic Processes, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences, Mathematical and Computational Engineering Applications, Probability Theory, Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences, Applied probability, Hypothesis testing, Detection theory, Expectation maximization, Stochastic dynamic programming, Machine learning, Stochastic gradient descent, Deep neural networks, Matrix completion, Linear and polynomial regression, Open Access, Maths for computer scientists, Mathematical & statistical software, Communications engineering / telecommunications, Maths for engineers, Probability & statistics, Stochastics, bic Book Industry Communication::U Computing & information technology::UY Computer science::UYA Mathematical theory of computation::UYAM Maths for computer scientists, bic Book Industry Communication::T Technology, engineering, agriculture::TJ Electronics & communications engineering::TJK Communications engineering / telecommunications, bic Book Industry Communication::T Technology, engineering, agriculture::TB Technology: general issues::TBJ Maths for engineers, bic Book Industry Communication::P Mathematics & science::PB Mathematics::PBT Probability & statistics
Abstract

This revised textbook motivates and illustrates the techniques of applied probability by applications in electrical engineering and computer science (EECS). The author presents information processing and communication systems that use algorithms based on probabilistic models and techniques, including web searches, digital links, speech recognition, GPS, route planning, recommendation systems, classification, and estimation. He then explains how these applications work and, along the way, provides the readers with the understanding of the key concepts and methods of applied probability. Python labs enable the readers to experiment and consolidate their understanding. The book includes homework, solutions, and Jupyter notebooks. This edition includes new topics such as Boosting, Multi-armed bandits, statistical tests, social networks, queuing networks, and neural networks. For ancillaries related to this book, including examples of Python demos and also Python labs used in Berkeley, please email Mary James at mary.james@springer.com. This is an open access book.

Published
2021
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29. Proactive Reactive Scheduling in Resource Constrained Projects with Flexibility and Quality Robustness Requirements

Author

Mario Brčić, Damir Kalpić, and Marija Katić

Subjects
Flexibility (engineering), Schedule, Operations research, Robustness (computer science), Computer science, Shortest path problem, Probability distribution, Project scheduling, Risk, Proactive reactive scheduling, Stochastic dynamic programming, Cost-based flexibility, Context (language use), Schedule (project management), Baseline (configuration management), Stochastic programming, Reliability engineering
Abstract

This paper presents a new approach to proactive reactive scheduling of stochastic resource-constrained project scheduling problems with known probability distributions of activity durations. To facilitate the search for cost-flexible proactive schedules that are adjustable and incur lower expected cost of future rescheduling, a new family of cost-based flexibility measures is introduced. Under these measures, cost is incurred on each rescheduling while taking into account the temporal distance of changes in the baseline schedule. We propose a new model that describes the integrated approach using the proposed cost-based flexibility measures where, in each stage, reactive scheduling can adjust the baseline schedule to accommodate flexibility and quality requirements. The model is based on bounded stochastic shortest path with finite state and action spaces. The commonly used schedule stability measure is put in the context of proposed family of flexibility measures and contrasted to them in the terms of project execution system properties.

Published
2014

30. Data Parallelism in Traffic Control Tables with Arrival Information

Author

Eligius M. T. Hendrix, Rene Haijema, Juan F. R. Herrera, and Leocadio G. Casado

Subjects
Mathematical optimization, Traffic control, Computer science, Data parallelism, Control table, Process (computing), Parallel algorithm, WASS, Stochastic programming, Operationele Research en Logistiek, Value iteration, Simple (abstract algebra), Stochastic dynamic programming, Table (database), Markov decision process, Operations Research and Logistics
Abstract

Traffic lights can be controlled dynamically through rules reacting on the number of waiting vehicles at each light. A rule can be captured by a so-called Traffic Control Table (TCT). The Value Iteration method from Stochastic Dynamic Programming has been used for simple networks to derive a TCT. This work studies the generation of a TCT-based rule that takes the arrival information of new vehicles into account. The question is how to generate such a table for simple intersections (or a network of these). The generation is particularly difficult due to the computational work involved in the Value Iteration process. The problem is formulated as a Markov Decision Process and the parallelization of the Value Iteration method for this problem is discussed. We are specifically interested in exploiting the structure of the problem for simple infrastructures, with only a few traffic lanes, using a parallel algorithm.

Published
2014

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