Download or read book Combinatorial Resource Allocation Mechanisms written by Mário Alexandre Patríçio Martins Da Silva and published by . This book was released on 1994 with total page 746 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Dynamic Pricing and Automated Resource Allocation for Complex Information Services written by Michael Schwind and published by Springer Science & Business Media. This book was released on 2007-04-24 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book develops allocation mechanisms that aim to ensure an efficient resource allocation in modern IT-services. Recent methods of artificial intelligence, such as neural networks and reinforcement learning, and nature-oriented optimization methods, such as genetic algorithms and simulated annealing, are advanced and applied to allocation processes in distributed IT-infrastructures, or grid systems.
Download or read book Dynamic Pricing and Automated Resource Allocation for Complex Information Services written by Michael Schwind and published by Springer. This book was released on 2009-09-02 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book develops allocation mechanisms that aim to ensure an efficient resource allocation in modern IT-services. Recent methods of artificial intelligence, such as neural networks and reinforcement learning, and nature-oriented optimization methods, such as genetic algorithms and simulated annealing, are advanced and applied to allocation processes in distributed IT-infrastructures, or grid systems.
Download or read book Resource Allocation written by Fouad Sabry and published by One Billion Knowledgeable. This book was released on 2024-01-26 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is Resource Allocation The assignment of available resources to a variety of applications is what is meant by the term "resource allocation" in economics. The distribution of resources within the framework of an entire economy can be accomplished through a variety of methods, including planning and markets. How you will benefit (I) Insights, and validations about the following topics: Chapter 1: Resource allocation Chapter 2: Real-time operating system Chapter 3: Starvation (computer science) Chapter 4: Project portfolio management Chapter 5: Attention economy Chapter 6: Spectrum management Chapter 7: Schedule Chapter 8: Bandwidth allocation Chapter 9: Max-min fairness Chapter 10: Channel allocation schemes Chapter 11: Combinatorial auction Chapter 12: Radio resource management Chapter 13: Resource leveling Chapter 14: Public budgeting Chapter 15: Spider Project Chapter 16: Approximate Competitive Equilibrium from Equal Incomes Chapter 17: Fair division experiments Chapter 18: Truthful resource allocation Chapter 19: Online fair division Chapter 20: Envy minimization Chapter 21: Fair allocation of items and money (II) Answering the public top questions about resource allocation. (III) Real world examples for the usage of resource allocation in many fields. Who this book is for Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of Resource Allocation.
Download or read book Mechanism Design for Combinatorial Allocation Problems Without Quasilinear Utilities written by Sören Merting and published by . This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Multiagent System Technologies written by Klaus Fischer and published by Springer Science & Business Media. This book was released on 2006-09-19 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th German Conference on Multiagent Systems Technologies, MATES 2006, co-located with Net.ObjectDays (NoDe 2006). The 15 revised full papers presented were carefully reviewed and selected from 52 submissions. The papers are organized in topical sections on agent communication and interaction, applications and simulation, agent planning, agent-oriented software engineering, as well as trust and security.
Download or read book Randomization and Computation in Strategic Settings written by Shaddin Faris Dughmi and published by Stanford University. This book was released on 2011 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis considers the following question: In large-scale systems involving many self-interested participants, how can we effectively allocate scarce resources among competing interests despite strategic behavior by the participants, as well as the limited computational power of the system? Work at the interface between computer science and economics has revealed a fundamental tension between the economic objective, that of achieving the goals of the system designer despite strategic behavior, and the computational objective, that of implementing aspects of the system efficiently. In particular, this tension has been most apparent in systems that allocate resources deterministically. The realization that careful use of randomization can reconcile economic and computational goals is the starting point for this thesis. Our contributions are twofold: (1) We design randomized mechanisms for several fundamental problems of resource allocation; our mechanisms perform well even in the presence of strategic behavior, and can be implemented efficiently. (2) En route to our results, we develop new and flexible techniques for exploiting the power of randomization in the design of computationally-efficient mechanisms for resource allocation in strategic settings.
Download or read book Manipulation and Implementation of Resource Allocation Mechanisms written by Jong-shin Wei and published by . This book was released on 1988 with total page 113 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Handbook of Combinatorial Optimization written by Ding-Zhu Du and published by Springer Science & Business Media. This book was released on 2013-12-01 with total page 2410 pages. Available in PDF, EPUB and Kindle. Book excerpt: Combinatorial (or discrete) optimization is one of the most active fields in the interface of operations research, computer science, and applied math ematics. Combinatorial optimization problems arise in various applications, including communications network design, VLSI design, machine vision, air line crew scheduling, corporate planning, computer-aided design and man ufacturing, database query design, cellular telephone frequency assignment, constraint directed reasoning, and computational biology. Furthermore, combinatorial optimization problems occur in many diverse areas such as linear and integer programming, graph theory, artificial intelligence, and number theory. All these problems, when formulated mathematically as the minimization or maximization of a certain function defined on some domain, have a commonality of discreteness. Historically, combinatorial optimization starts with linear programming. Linear programming has an entire range of important applications including production planning and distribution, personnel assignment, finance, alloca tion of economic resources, circuit simulation, and control systems. Leonid Kantorovich and Tjalling Koopmans received the Nobel Prize (1975) for their work on the optimal allocation of resources. Two important discover ies, the ellipsoid method (1979) and interior point approaches (1984) both provide polynomial time algorithms for linear programming. These algo rithms have had a profound effect in combinatorial optimization. Many polynomial-time solvable combinatorial optimization problems are special cases of linear programming (e.g. matching and maximum flow). In addi tion, linear programming relaxations are often the basis for many approxi mation algorithms for solving NP-hard problems (e.g. dual heuristics).
Download or read book Multiobjective Resource Allocation Problems By Multistage Hybrid Genetic Algorithm written by CHI-MING LIN （林吉銘） and published by 蘭臺出版社. This book was released on 2012-10-01 with total page 59 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multiobjective Resource Management Problems (m-RMP) involves deciding how to divide a resource of limited availability among multiple demands in a way that optimizes current objectives. RMP is widely used to plan the optimal allocating or management resources process among various projects or business units for the maximum product and the minimum cost. “Resources” might be manpower, assets, raw materials, capital or anything else in limited supply. The solution method of RMP, however, has its own problems; this book identifies four of them along with the proposed methods to solve them. Mathematical models combined with effective multistage Genetic Algorithm (GA) approach help to develop a method for handling the m-RMP. The proposed approach not only can solve relatively large size problems but also has better performance than the conventional GA. And the proposed method provides more flexibility to m-RMP model which is the key to survive under severely competitive environment. We also believe that the proposed method can be adapted to other production-distribution planning and all m-RAP models. In this book, four problems with m-RMP models will be clearly outlined and a multistage hybridized GA method for finding the best solution is then implemented. Comparison results with the conventional GA methods are also presented. This book also mentions several useful combinatorial optimization models in process system and proposed effective solution methods by using multistage GA. Note：Part of this book, once published in international journals SCI (Science Direct) inside, be accepted have five articles.
Download or read book Auction Based Resource Provisioning in Cloud Computing written by Gaurav Baranwal and published by Springer. This book was released on 2018-06-28 with total page 113 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book, while introducing readers to the auction mechanism for resource provisioning in cloud computing, also endeavors to provide structured literature on the subject. Since various models have been proposed, it will help readers to formulate the cloud resource provisioning problem using the auction approach. The book also discusses challenges for resource provisioning in detail, helping to shape future research. The target audience for this book includes computer scientists, economists, industry professionals, research scholars, and postgraduate students. Computer science readers of this book will come to see that economics-based method are quite helpful in computer science, especially for resource provisioning. Readers with a cloud computing background will come to recognize the importance of dynamic pricing, the specific benefits of auctions, and how to formulate auctions for cloud computing. Lastly, readers from the economics community will come to understand their role in cloud computing, as well as where and how they can contribute.
Download or read book Handbook of combinatorial optimization written by Dingzhu Du and published by Springer Science & Business Media. This book was released on 1998-12-15 with total page 880 pages. Available in PDF, EPUB and Kindle. Book excerpt: Combinatorial (or discrete) optimization is one of the most active fields in the interface of operations research, computer science, and applied math ematics. Combinatorial optimization problems arise in various applications, including communications network design, VLSI design, machine vision, air line crew scheduling, corporate planning, computer-aided design and man ufacturing, database query design, cellular telephone frequency assignment, constraint directed reasoning, and computational biology. Furthermore, combinatorial optimization problems occur in many diverse areas such as linear and integer programming, graph theory, artificial intelligence, and number theory. All these problems, when formulated mathematically as the minimization or maximization of a certain function defined on some domain, have a commonality of discreteness. Historically, combinatorial optimization starts with linear programming. Linear programming has an entire range of important applications including production planning and distribution, personnel assignment, finance, alloca tion of economic resources, circuit simulation, and control systems. Leonid Kantorovich and Tjalling Koopmans received the Nobel Prize (1975) for their work on the optimal allocation of resources. Two important discover ies, the ellipsoid method (1979) and interior point approaches (1984) both provide polynomial time algorithms for linear programming. These algo rithms have had a profound effect in combinatorial optimization. Many polynomial-time solvable combinatorial optimization problems are special cases of linear programming (e.g. matching and maximum flow). In addi tion, linear programming relaxations are often the basis for many approxi mation algorithms for solving NP-hard problems (e.g. dual heuristics)."
Download or read book Agent Based Simulation for a Sustainable Society and Multiagent Smart Computing written by Stephen Cranefield and published by Springer. This book was released on 2012-11-27 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the two workshops held at the 14th International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2011, held in Wollongong, Australia, in November. The workshops were, Workshop on Agent Based Simulation for a Sustainable Society (ABSSS 2011) and International Workshop on Multi-Agent Smart Computing (MASmart 2011). The 8 papers presented were carefully reviewed and selected from various submissions. The papers cover topics from agent based simulation for a sustainable society and on multi-agent smart computing.
Download or read book Industrial Applications of Combinatorial Optimization written by Gang Yu and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Industries rely more and more on advanced technology. Accelerated computer evolution makes large-scale computation practical. Many enterprises are be ginning to benefit from more efficient allocation of resources and more effective planning, scheduling, manufacturing, and distribution by adopting state-of-the art decision support systems. Academics increasingly emphasize application driven research. All these forces have moved optimization from a pure class room and textbook terminology to an accepted tool in today's business world. This book chronicles and describes applications of combinatorial optimization in industry. A wide range of applications is included: manpower planning • production planning • job sequencing and scheduling • manufacturing layout design • facility planning • vehicle scheduling and routing • retail seasonal planning • I! space shuttle scheduling, and telecommunication network design . • The applications covered in this book comprise a representative set of industry sectors including electronics, airlines, manufacturing, tobacco, retail, telecom munication, defense, and livestock. These examples should encourage opera tions researchers and applied mathematicians by pointing out how the impor tance and practicality of optimization is starting to be realized by the manage ment of various organizations and how some pioneering developments in this field are beginning to bear fruit.
Download or read book Combinatorial Optimization with Applications to Resource Management in Communications Networks written by and published by . This book was released on 1998 with total page 11 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main goal of this project is to develop fundamental algorithmic techniques that can be applied to problems that arise in the context of high speed communications networks. The emphasis is on efficient algorithms for resource management. This research project has two main components The first is development of well founded algorithmic techniques for online resource allocation where one needs to make decisions based on partial data and without knowledge of the future. The main goal is to develop techniques that lead to provable guarantees on worst case performance and ensures good performance on average. Research on these problems consists of both theoretical analysis and simulation based studies. The second component is design of efficient offline resource allocation algorithms based on multi commodity flow techniques. The difference between this work and existing efforts is that we are designing and tuning the algorithms to produce approximate solutions instead of designing algorithms to produce exact solutions in theory. The result is code that is orders of magnitude faster than existing code and which achieves a precision of better than 1.
Download or read book Computing and Combinatorics written by Ding-Zhu Du and published by Springer. This book was released on 2019-07-24 with total page 691 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 25th International Conference on Computing and Combinatorics, COCOON 2019, held in Xi’an, China, in July 2019. The 55 papers presented in this volume were carefully reviewed and selected from 124 submissions. The papers cover various topics, including algorithm design, approximation algorithm, graph theory, complexity theory, problem solving, optimization, computational biology, computational learning, communication network, logic, and game theory.
Download or read book Intelligent Agents and Multi Agent Systems written by Bui The Duy and published by Springer Science & Business Media. This book was released on 2008-11-24 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: PRIMA 2008 was the 11th in a series of conferences gathering researchers - voted to developing intelligent agents and multi-agent technologies from Asia and the Paci?c regions. From its ?rst incarnation over a decade ago, PRIMA has emerged as a signi?cant international forum, facilitating the exchange and dissemination of innovative research from around the globe. PRIMA 2008 was held in Vietnam, a tribute to this country’s emerging s- enti?c vitality and importance as a developing innovation center. The Program Committee received 56 submissions from 20 countries. Many of these papers are the work of PhD or Masters students from Asian countries including - rea, Japan, Indonesia, Malaysia, Iran, India, and Vietnam. In accordance with the rules, each submission was carefully peer-reviewed by three Program C- mittee referees. Only 19 submissions were accepted as regular papers, with a competitive rate of 33%. Additionally, the Program Committee decided to accept 22 short papers mainly written by graduate students, allowing our young colleagues an opp- tunity to present their work and new perspectives. These fresh perspectives enhanced our experienced of the conference and complemented the high quality of the professional papers submitted.
