Applied Simulation and Optimization, Miguel Mujica Mota; Idalia Flores De La Mota; Dani
Автор: Pandian Vasant; Igor Litvinchev; Jos? Antonio Marm Название: Modeling, Simulation, and Optimization ISBN: 3319705415 ISBN-13(EAN): 9783319705415 Издательство: Springer Рейтинг: Цена: 16070.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The chapters cover how the digging of information in a large data and soft-computing techniques have contributed to a strength in prediction, analysis, and decision potentials in computer science, technology, management, social computing, green computing, and telecom.
Автор: Miguel Mujica Mota; Idalia Flores De La Mota Название: Applied Simulation and Optimization 2 ISBN: 3319558099 ISBN-13(EAN): 9783319558097 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Building on the author`s earlier Applied Simulation and Optimization, this book presents novel methods for solving problems in industry, based on hybrid simulation-optimization approaches that combine the advantages of both paradigms.
Автор: Miguel Mujica Mota; Idalia Flores De La Mota; Dani Название: Applied Simulation and Optimization ISBN: 3319150324 ISBN-13(EAN): 9783319150321 Издательство: Springer Рейтинг: Цена: 13275.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Simulation-based Optimization with HeuristicLab: Practical Guidelines and Real World Applications.- Simulation Optimization Approach to solve a complex multiobjective redundancy allocation problem.- OR AND SIMULATION IN COMBINATION FOR OPTIMIZATION.- Tree Search and Simulation.- Integrated solutions for delivery planning and scheduling in distribution centres.- Large Neighbourhood Search and Simulation for Disruption Management in the Airline Industry.- Allocation of Airport check-in counters using a Simulation-Optimization Approach.- Simulation and Optimization of the Pre-hospital Care System of the National University of Mexico.- Simulation Based Optimization Using Greedy Techniques and Simulated Annealing for Optimal Equipment Selection within Print Production Environments.- Linear Bus Holding Model for Real Time Traffic Network Control.
Описание: Contains results of the German CFD initiative megadesign which combines CFD development activities from DLR, universities and aircraft industry. This title highlights improvements and enhancements of the flow solvers as well as developments with respect to aerodynamic and multidisciplinary shape optimization.
Описание: The papers are organized in topical sections on variability & statistical timing, circuit level techniques, power management, low power circuits & technology, system level techniques, power & timing optimization techniques, self-timed circuits, low power circuit analysis & optimization, and low power design studies.
Автор: Gosavi, Abhijit Название: Simulation-Based Optimization ISBN: 1489974903 ISBN-13(EAN): 9781489974907 Издательство: Springer Рейтинг: Цена: 15372.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Background.- Simulation basics.- Simulation optimization: an overview.- Response surfaces and neural nets.- Parametric optimization.- Dynamic programming.- Reinforcement learning.- Stochastic search for controls.- Convergence: background material.- Convergence: parametric optimization.- Convergence: control optimization.- Case studies.
Автор: William Fitzgibbon; Yuri A. Kuznetsov; Pekka Neitt Название: Modeling, Simulation and Optimization for Science and Technology ISBN: 9401790531 ISBN-13(EAN): 9789401790536 Издательство: Springer Рейтинг: Цена: 19591.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
This volume contains thirteen articles on advances in applied mathematics and computing methods for engineering problems. Six papers are on optimization methods and algorithms with emphasis on problems with multiple criteria; four articles are on numerical methods for applied problems modeled with nonlinear PDEs; two contributions are on abstract estimates for error analysis; finally one paper deals with rare events in the context of uncertainty quantification. Applications include aerospace, glaciology and nonlinear elasticity.
Herein is a selection of contributions from speakers at two conferences on applied mathematics held in June 2012 at the University of Jyv skyl , Finland. The first conference, "Optimization and PDEs with Industrial Applications" celebrated the seventieth birthday of Professor Jacques P riaux of the University of Jyv skyl and Polytechnic University of Catalonia (Barcelona Tech) and the second conference, "Optimization and PDEs with Applications" celebrated the seventy-fifth birthday of Professor Roland Glowinski of the University of Houston.
This work should be of interest to researchers and practitioners as well as advanced students or engineers in computational and applied mathematics or mechanics.
Автор: Hans Georg Bock; Xuan Phu Hoang; Rolf Rannacher; J Название: Modeling, Simulation and Optimization of Complex Processes ISBN: 3642443699 ISBN-13(EAN): 9783642443695 Издательство: Springer Рейтинг: Цена: 21661.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This proceedings volume contains a selection of papers presented at the Fourth International Conference on High Performance Scientific Computing held at the Hanoi Institute of Mathematics, Vietnamese Academy of Science and Technology (VAST), March 2-6, 2009.
Автор: Michael C Fu Название: Handbook of Simulation Optimization ISBN: 1493913832 ISBN-13(EAN): 9781493913831 Издательство: Springer Рейтинг: Цена: 18167.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Part I Introduction: 1 The COMSON Project: Michael Gьnther and Uwe Feldmann.- Part II Partial Differential Algebraic Equations: 2 PDAE Modeling and Discretization: Giuseppe Alм, Massimiliano Culpo, Roland Pulch, Vittorio Romano and Sebastian Schцps.- 3 Simulation of Coupled PDAEs - Dynamic Iteration and Multirate Simulation: Giuseppe Alм, Andreas Bartel, Michael Gьnther, Vittorio Romano and Sebastian Schцps.- Part III Model Order Reduction: 4 Model Order Reduction - Methods, Concepts and Properties: Athanasios C. Antoulas, Roxana Ionutiu, Nelson Martins, E. Jan W. ter Maten, Kasra Mohaghegh, Roland Pulch, Joost Rommes, Maryam Saadvandi and Michael Striebel.- 5 Parameterized Model Order Reduction: Gabriela Ciuprina, Jorge Fernбndez Villena, Daniel Ioan, Zoran Ilievski, Sebastian Kula, E. Jan W. ter Maten, Kasra Mohaghegh, Roland Pulch, Wil H.A. Schilders, L. Miguel Silveira, Alexandra, Stefбnescu and Michael Striebel.- 6 Advanced topics in Model Order Reduction: Davit Harutyunyan, Roxana Ionutiu, E. Jan W. ter Maten, Joost Rommes, Wil H.A. Schilders and Michael Striebel.- Part IV Optimization: 7 Optimization Methods and Applications to microelectronics CAD: Salvatore Rinaudo, Valeria Cinnera Martino, Franco Fiorante, Giovanni Stracquadanio and Giuseppe Nicosia.- Part V COMSON Methodology: 8 COMSON Demonstrator Platform: Georg Denk, Tamara Bechtold, Massimiliano Culpo, Carlo de Falco, and Alexander Rusakov.- 9 eLearning in Industrial Mathematics with applications to Nanoelectronics: Giuseppe Alм, Eleonora Bilotta, Lorella Gabriele, Pietro Pantano, Josй Sepъlveda, Rocco Servidio, and Alexander Vasenev.- Index.
Автор: Hans Georg Bock; Xuan Phu Hoang; Rolf Rannacher; J Название: Modeling, Simulation and Optimization of Complex Processes - HPSC 2012 ISBN: 3319359193 ISBN-13(EAN): 9783319359199 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Preface.- Hunter M. Brown, Minh Q. Phan, and Stephen A. Ketcham: A Non-Causal Inverse Model for Source Signal Recovery in Large-Domain Wave Propagation.- Roberto Croce, Daniel Ruprecht, and Rolf Krause: Parallel-in-Space-and-Time Simulation of the Three-Dimensional, Unsteady Navier-Stokes Equations for Incompressible Flow.- Martin L. Felis, Katja Mombaur, and Alain Berthoz: Mathematical Modeling of Emotional Body Language during Human Walking.- Fei Gao and Richard W. Longman: On Quadratic Programming Based Iterative Learning Control for Systems with Actuator Saturation Constraints.- Michael Griebel and Alexander Hullmann: A sparse grid based generative topographic mapping for the dimensionality reduction of high-dimensional data.- Markus Hansen, Claudia Schillings, and Christoph Schwab: Sparse Approximation Algorithms for High Dimensional Parametric Initial Value Problems.- Khai-Long Ho Hoang, Katja Mombaur, and Sebastian I. Wolf: Investigating Capturability in Dynamic Human Locomotion using Multi-Body Dynamics and Optimal Control.- Vitalii Yu. Kapitan and Konstantin V. Nefedev: High Performance Calculation of Magnetic Properties and Simulation of Nonequilibrium Phenomena in Nano_lms.- Galina Kurina: Inverse Problem of the Calculus of Variations for Second Order Differential Equations with Deviating Arguments.- Ping Lin, Minh Q. Phan, and Stephen A. Ketcham: State-Space Model and Kalman Filter Gain Identification by a Superspace Method.- Vu Thai Luan and Alexander Ostermann: Stiff Order Conditions for Exponential Runge{Kutta Methods of Order Five.- Andrea Manzoni, Toni Lassila, Alfio Quarteroni, and Gianluigi Rozza: A reduced-order strategy for solving inverse Bayesian shape identification problems in physiological flows.- Katja Mombaur: A mathematical study of sprinting on artificial legs.- Sabine Pickenhain: Hilbert Space Treatment of Optimal Control Problems with Infinite Horizon.- Cйsar de Prada, Smaranda Cristea, Rogelio Mazaeda, Luis G. Palacнn: Optimum operation of a beer filltration process.- Nguyen Quang-Hung, Nam Thoai, Nguyen Thanh Son, and Duy-Khanh Le: Energy-Aware Lease Scheduling in Virtualized Data Centers.- Alexander Schubert, Katja Mombaur, and Joachim Funke: Mathematical Models of Perception and Generation of Art Works by Dynamic Motions.- Keh-Ming Shyue: An Eulerian interface-sharpening algorithm for compressible gas dynamics.- Tobias Steinle, Jadran Vrabec, and Andrea Walther: Numerical Simulation of the Damping Behavior of Particle-filled Hollow Spheres.- Hiroshi Umeo: FSSP Algorithms for Square and Rectangular Arrays.- Krzysztof Walkowiak and Jacek Rak: Optimization Issues in Distributed Computing Systems Design.
Автор: Abhijit Gosavi Название: Simulation-Based Optimization ISBN: 1489977317 ISBN-13(EAN): 9781489977311 Издательство: Springer Рейтинг: Цена: 10480.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Simulation-Based Optimization: Parametric Optimization Techniques and Reinforcement Learning introduce the evolving area of static and dynamic simulation-based optimization. Covered in detail are model-free optimization techniques - especially designed for those discrete-event, stochastic systems which can be simulated but whose analytical models are difficult to find in closed mathematical forms.
Key features of this revised and improved Second Edition include:
- Extensive coverage, via step-by-step recipes, of powerful new algorithms for static simulation optimization, including simultaneous perturbation, backtracking adaptive search and nested partitions, in addition to traditional methods, such as response surfaces, Nelder-Mead search and meta-heuristics (simulated annealing, tabu search, and genetic algorithms)
- Detailed coverage of the Bellman equation framework for Markov Decision Processes (MDPs), along with dynamic programming (value and policy iteration) for discounted, average, and total reward performance metrics
- An in-depth consideration of dynamic simulation optimization via temporal differences and Reinforcement Learning: Q-Learning, SARSA, and R-SMART algorithms, and policy search, via API, Q-P-Learning, actor-critics, and learning automata
- A special examination of neural-network-based function approximation for Reinforcement Learning, semi-Markov decision processes (SMDPs), finite-horizon problems, two time scales, case studies for industrial tasks, computer codes (placed online) and convergence proofs, via Banach fixed point theory and Ordinary Differential Equations
Themed around three areas in separate sets of chapters - Static Simulation Optimization, Reinforcement Learning and Convergence Analysis- this book is written for researchers and students in the fields of engineering (industrial, systems, electrical and computer), operations research, computer science and applied mathematics.
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