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Dynamic Resource Management And Numerical Optimization
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Book Synopsis Dynamic Resource Management and Numerical Optimization by : Mr. Hao Zou
Download or read book Dynamic Resource Management and Numerical Optimization written by Mr. Hao Zou and published by . This book was released on 2011 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The exponential increase in computing efficiency over the past few decades, known as Moore's law, has led to wide-spread commercial applications of resource management and optimization theory in various fields. This thesis researches the increasingly important roles dynamic and intelligent resource management and optimization algorithms have played in present-day communication networks and financial portfolio management. First, this thesis studies Dynamical Spectrum Management (DSM), an emerging technology for next-generation Digital Subscriber Line (DSL) access networks. Present DSL networks' speed and Quality-of Service (QoS) are often limited by the interference between multiple users sharing a common physical transmission medium. Compared to the traditional static network planning that limits network speed to survive laboratory contrived worst-case scenarios, DSM's dynamic resource management and optimization adapts to network channel and noise changes to improve speed and robustness significantly. A fast and robust Multi-Level Water-Filling (MLWF) DSM algorithm is proposed for the efficient management of multi-user DSL networks. Distributed protocols are also proposed for MLWF's low-overhead implementation in DSL access networks. Second, this thesis shows that DSM can also benefit Home Power-line Communication (PLC) networks, which utilize home power cords as the transmission medium with a Frequency-Division Multiple-Access (FDMA) resource allocation constraint. An Equivalent Interference (EI) is introduced to reformulate the nonlinear integer programming Home-PLC FDMA resource management problem into a special case of DSL's multi-user interference management problem. DSM algorithms can thus be applied to solve the FDMA resource allocation problem in Home-PLC networks. In addition, dynamic relay protocols based on the presented FDMA algorithms are proposed to reuse idle Home-PLC devices to increase PLC networks' data rate substantially. Third, this thesis studies dynamic asset allocation strategies for drawdown-limited portfolio management. The divergence between theoretical model assumptions and empirical financial time-series statistics are analyzed. Empirical simulation results demonstrate that theoretical drawdown-limited portfolio management strategies tend to over-leverage a portfolio with lagged and overly optimistic correlation and volatility estimate. Adjustment on the trading strategy is thus needed to balance the risk and return of a portfolio. Finally, this thesis analyzes investment managers' incentive alignment with investors under a utility maximization framework. Simulation results illustrate that mangers' and investors' interests can often be misaligned. An investor-led Stackelberg game strategy with dynamic fund outflows is proposed to mitigate such incentive misalignment. Numerical optimization results show that mitigation of the manager-investor conflict of interests is possible with the proposed Stackelberg game strategy.
Book Synopsis Effective Resource Management in Manufacturing Systems by : Massimiliano Caramia
Download or read book Effective Resource Management in Manufacturing Systems written by Massimiliano Caramia and published by Springer Science & Business Media. This book was released on 2006-06-16 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Manufacturing systems, regardless of their size, have to work with scarce resources in dynamic environments. Effective Resource Management in Manufacturing Systems aims to provide methods for achieving effective resource allocation and to solve related problems that occur daily and often generate cost overruns. This book will be bought by postgraduate students of business, engineering and computer science as well as researchers in these fields. It will also be of interest to practitioners in manufacturing systems and operations managers in industry.
Book Synopsis Novel Optimization-based Algorithms for Dynamic Resource Management in Complex Systems by : David Sidoti
Download or read book Novel Optimization-based Algorithms for Dynamic Resource Management in Complex Systems written by David Sidoti and published by . This book was released on 2018 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: This dissertation contains several foci in which optimization-based approaches are developed to obtain optimal or near-optimal solutions to NP-hard dynamic resource management problems that require the integration of spatio-temporally evolving intelligence and weather (meteorology and oceanography) data. Three primary topics of research are addressed: (i) asset allocation for counter-drug trafficking, (ii) multi-objective (ship) path planning, and (iii) fastest-path sailing boat routing. We approach all three problems in a general way for application to multiple domains, while utilizing domain-specific knowledge available in order to help condense the complex problem and decision spaces. The first two topics involve multiple, often competing, objectives for networks with stochastic non-convex edge costs, while the third topic extends this work to bearing-dependent transit times (id est, two otherwise equal arcs may have differing associated speeds of traversal due to the pointing of the vessel and behavior relative to the true wind speed and angle). The algorithms presented in this dissertation have been transitioned for use by and operationalized at multiple external organizations including, but not limited to, the Naval Research Laboratory - Marine Meteorology Division (NRL-MRY), Joint Interagency Task Force-South (JIATF-South), Space and Naval Warfare Systems Command (SPAWAR) Systems Center-Pacific, and Fleet Numerical Meteorology and Oceanography Center (FNMOC).
Book Synopsis Dynamic Programming by : John O.S. Kennedy
Download or read book Dynamic Programming written by John O.S. Kennedy and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Humans interact with and are part of the mysterious processes of nature. Inevitably they have to discover how to manage the environment for their long-term survival and benefit. To do this successfully means learning something about the dynamics of natural processes, and then using the knowledge to work with the forces of nature for some desired outcome. These are intriguing and challenging tasks. This book describes a technique which has much to offer in attempting to achieve the latter task. A knowledge of dynamic programming is useful for anyone interested in the optimal management of agricultural and natural resources for two reasons. First, resource management problems are often problems of dynamic optimization. The dynamic programming approach offers insights into the economics of dynamic optimization which can be explained much more simply than can other approaches. Conditions for the optimal management of a resource can be derived using the logic of dynamic programming, taking as a starting point the usual economic definition of the value of a resource which is optimally managed through time. This is set out in Chapter I for a general resource problem with the minimum of mathematics. The results are related to the discrete maximum principle of control theory. In subsequent chapters dynamic programming arguments are used to derive optimality conditions for particular resources.
Book Synopsis Dynamic Optimization, Second Edition by : Morton I. Kamien
Download or read book Dynamic Optimization, Second Edition written by Morton I. Kamien and published by Courier Corporation. This book was released on 2013-04-17 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since its initial publication, this text has defined courses in dynamic optimization taught to economics and management science students. The two-part treatment covers the calculus of variations and optimal control. 1998 edition.
Book Synopsis Resource Allocation Problems by : Toshihide Ibaraki
Download or read book Resource Allocation Problems written by Toshihide Ibaraki and published by MIT Press (MA). This book was released on 1988 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses a theoretical problem encountered in a variety of areas in operations research and management science, including load distribution, production planning, computer scheduling, portfolio selection, and apportionment. It is a timely and comprehensive summary of the past thirty years of research on algorithmic aspects of the resource allocation problem and its variants, covering Lagrangean multiplier method, dynamic programming, greedy algorithms, and their generalizations. Modern data structures are used to analyze the computational complexity of each algorithm. The resource allocation problem the authors take up is an optimization problem with a single simple constraint: it determines the allocation of a fixed amount of resources to a given number of activities in order to achieve the most effective results. It may be viewed as a special case of the nonlinear programming or nonlinear integer programming problem. Contents: Introduction. Resource Allocation with Continuous Variables. Resource Allocation with Integer Variables. Minimizing a Convex Separable Function. Minimax and Maximin Resource Allocation Problems. Fair Resource Allocation Problem. Apportionment Problem. Fundamentals of Submodular Systems. Resource Allocation Problems under Submodular Constraints. Further Topics on Resource Allocation Problems. Appendixes: Algorithms and Complexity. NP-completeness and NP-hardness. Toshihide lbaraki is Professor in the Department of Applied Mathematics and Physics at Kyoto University and Naoki Katoh is Associate Professor in the Department of Management Science at Kobe University of Commerce. Resource Allocation Problemsis included in the Foundations of Computing Series edited by Michael Garey and Albert Meyer.
Book Synopsis Principles of Dynamic Optimization in Resource Management by : John O. S. Kennedy
Download or read book Principles of Dynamic Optimization in Resource Management written by John O. S. Kennedy and published by . This book was released on 1988 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Optimization Methods for Resource Allocation by : Richard Cottle
Download or read book Optimization Methods for Resource Allocation written by Richard Cottle and published by . This book was released on 1974 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Dynamic Programming by : John Kennedy
Download or read book Dynamic Programming written by John Kennedy and published by Springer. This book was released on 2011-11-25 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Humans interact with and are part of the mysterious processes of nature. Inevitably they have to discover how to manage the environment for their long-term survival and benefit. To do this successfully means learning something about the dynamics of natural processes, and then using the knowledge to work with the forces of nature for some desired outcome. These are intriguing and challenging tasks. This book describes a technique which has much to offer in attempting to achieve the latter task. A knowledge of dynamic programming is useful for anyone interested in the optimal management of agricultural and natural resources for two reasons. First, resource management problems are often problems of dynamic optimization. The dynamic programming approach offers insights into the economics of dynamic optimization which can be explained much more simply than can other approaches. Conditions for the optimal management of a resource can be derived using the logic of dynamic programming, taking as a starting point the usual economic definition of the value of a resource which is optimally managed through time. This is set out in Chapter I for a general resource problem with the minimum of mathematics. The results are related to the discrete maximum principle of control theory. In subsequent chapters dynamic programming arguments are used to derive optimality conditions for particular resources.
Book Synopsis Numerical Methods for Optimal Control Problems by : Maurizio Falcone
Download or read book Numerical Methods for Optimal Control Problems written by Maurizio Falcone and published by Springer. This book was released on 2019-01-26 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work presents recent mathematical methods in the area of optimal control with a particular emphasis on the computational aspects and applications. Optimal control theory concerns the determination of control strategies for complex dynamical systems, in order to optimize some measure of their performance. Started in the 60's under the pressure of the "space race" between the US and the former USSR, the field now has a far wider scope, and embraces a variety of areas ranging from process control to traffic flow optimization, renewable resources exploitation and management of financial markets. These emerging applications require more and more efficient numerical methods for their solution, a very difficult task due the huge number of variables. The chapters of this volume give an up-to-date presentation of several recent methods in this area including fast dynamic programming algorithms, model predictive control and max-plus techniques. This book is addressed to researchers, graduate students and applied scientists working in the area of control problems, differential games and their applications.
Book Synopsis A Selected Annotated Bibliography on the Analysis of Water Resource Systems by :
Download or read book A Selected Annotated Bibliography on the Analysis of Water Resource Systems written by and published by . This book was released on 1969 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Metaheuristics for Resource Deployment under Uncertainty in Complex Systems by : Shuxin Ding
Download or read book Metaheuristics for Resource Deployment under Uncertainty in Complex Systems written by Shuxin Ding and published by CRC Press. This book was released on 2021-09-30 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Metaheuristics for Resource Deployment under Uncertainty in Complex Systems analyzes how to set locations for the deployment of resources to incur the best performance at the lowest cost. Resources can be static nodes and moving nodes while services for a specific area or for customers can be provided. Theories of modeling and solution techniques are used with uncertainty taken into account and real-world applications used. The authors present modeling and metaheuristics for solving resource deployment problems under uncertainty while the models deployed are related to stochastic programming, robust optimization, fuzzy programming, risk management, and single/multi-objective optimization. The resources are heterogeneous and can be sensors and actuators providing different tasks. Both separate and cooperative coverage of the resources are analyzed. Previous research has generally dealt with one type of resource and considers static and deterministic problems, so the book breaks new ground in its analysis of cooperative coverage with heterogeneous resources and the uncertain and dynamic properties of these resources using metaheuristics. This book will help researchers, professionals, academics, and graduate students in related areas to better understand the theory and application of resource deployment problems and theories of uncertainty, including problem formulations, assumptions, and solution methods.
Book Synopsis Nature-Inspired Computing and Optimization by : Srikanta Patnaik
Download or read book Nature-Inspired Computing and Optimization written by Srikanta Patnaik and published by Springer. This book was released on 2017-03-07 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application in optimization. The approach is mainly practice-oriented: each bio-inspired technique or algorithm is introduced together with one of its possible applications. Applications cover a wide range of real-world optimization problems: from feature selection and image enhancement to scheduling and dynamic resource management, from wireless sensor networks and wiring network diagnosis to sports training planning and gene expression, from topology control and morphological filters to nutritional meal design and antenna array design. There are a few theoretical chapters comparing different existing techniques, exploring the advantages of nature-inspired computing over other methods, and investigating the mixing time of genetic algorithms. The book also introduces a wide range of algorithms, including the ant colony optimization, the bat algorithm, genetic algorithms, the collision-based optimization algorithm, the flower pollination algorithm, multi-agent systems and particle swarm optimization. This timely book is intended as a practice-oriented reference guide for students, researchers and professionals.
Book Synopsis Resource Economics by : Jon M. Conrad
Download or read book Resource Economics written by Jon M. Conrad and published by Cambridge University Press. This book was released on 1999-10-28 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book covers basic concepts, shows how to set up spreadsheets to solve dynamic allocation problems, and presents economic models for various industries.
Book Synopsis Autonomic Computing in Cloud Resource Management in Industry 4.0 by : Tanupriya Choudhury
Download or read book Autonomic Computing in Cloud Resource Management in Industry 4.0 written by Tanupriya Choudhury and published by Springer Nature. This book was released on 2021-09-05 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the next generation of industry—Industry 4.0—and how it holds the promise of increased flexibility in manufacturing, along with automation, better quality, and improved productivity. The authors discuss how it thus enables companies to cope with the challenges of producing increasingly individualized products with a short lead-time to market and higher quality. The authors posit that intelligent cloud services and resource sharing play an important role in Industry 4.0 anticipated Fourth Industrial Revolution. This book serves the different issues and challenges in cloud resource management CRM techniques with proper propped solution for IT organizations. The book features chapters based on the characteristics of autonomic computing with its applicability in CRM. Each chapter features the techniques and analysis of each mechanism to make better resource management in cloud.
Book Synopsis Mathematical Optimization for Efficient and Robust Energy Networks by : Natalia Selini Hadjidimitriou
Download or read book Mathematical Optimization for Efficient and Robust Energy Networks written by Natalia Selini Hadjidimitriou and published by Springer Nature. This book was released on 2021-03-19 with total page 131 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a collection of energy production and distribution problems identified by the members of the COST Action TD1207 "Mathematical Optimization in the Decision Support Systems for Efficient and Robust Energy Networks". The aim of the COST Action was to coordinate the efforts of the experts in different fields, from academia and industry, in developing innovative tools for quantitative decision making, and apply them to the efficient and robust design and management of energy networks. The work covers three main goals:• to be a nimble while comprehensive resource of several real life business problems with a categorized set of pointers to many relevant prescriptive problems for energy systems;• to offer a balanced mix of scientific and industrial views;• to evolve over time in a flexible and dynamic way giving, from time to time, a more scientific or industrial - or even political in a broad sense - weighed perspective.It is addressed to researchers and professionals working in the field.
Download or read book NBS Special Publication written by and published by . This book was released on 1973 with total page 1562 pages. Available in PDF, EPUB and Kindle. Book excerpt:
