Pde Models For Multi Agent Phenomena

Author : Pierre Cardaliaguet,Alessio Porretta,Francesco Salvarani
Publisher : Springer
Page : 218 pages
File Size : 54,9 Mb
Release : 2018-12-22
Category : Mathematics
ISBN : 9783030019471

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PDE Models for Multi-Agent Phenomena by Pierre Cardaliaguet,Alessio Porretta,Francesco Salvarani Pdf

This volume covers selected topics addressed and discussed during the workshop “PDE models for multi-agent phenomena,” which was held in Rome, Italy, from November 28th to December 2nd, 2016. The content mainly focuses on kinetic equations and mean field games, which provide a solid framework for the description of multi-agent phenomena. The book includes original contributions on the theoretical and numerical study of the MFG system: the uniqueness issue and finite difference methods for the MFG system, MFG with state constraints, and application of MFG to market competition. The book also presents new contributions on the analysis and numerical approximation of the Fokker-Planck-Kolmogorov equations, the isotropic Landau model, the dynamical approach to the quantization problem and the asymptotic methods for fully nonlinear elliptic equations. Chiefly intended for researchers interested in the mathematical modeling of collective phenomena, the book provides an essential overview of recent advances in the field and outlines future research directions.

Author : Yves Achdou,Pierre Cardaliaguet,François Delarue,Alessio Porretta,Filippo Santambrogio
Publisher : Springer Nature
Page : 316 pages
File Size : 49,8 Mb
Release : 2021-01-19
Category : Mathematics
ISBN : 9783030598372

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Mean Field Games by Yves Achdou,Pierre Cardaliaguet,François Delarue,Alessio Porretta,Filippo Santambrogio Pdf

This volume provides an introduction to the theory of Mean Field Games, suggested by J.-M. Lasry and P.-L. Lions in 2006 as a mean-field model for Nash equilibria in the strategic interaction of a large number of agents. Besides giving an accessible presentation of the main features of mean-field game theory, the volume offers an overview of recent developments which explore several important directions: from partial differential equations to stochastic analysis, from the calculus of variations to modeling and aspects related to numerical methods. Arising from the CIME Summer School "Mean Field Games" held in Cetraro in 2019, this book collects together lecture notes prepared by Y. Achdou (with M. Laurière), P. Cardaliaguet, F. Delarue, A. Porretta and F. Santambrogio. These notes will be valuable for researchers and advanced graduate students who wish to approach this theory and explore its connections with several different fields in mathematics.

Author : Ivan Lirkov,Svetozar Margenov
Publisher : Springer Nature
Page : 557 pages
File Size : 46,5 Mb
Release : 2022-03-17
Category : Computers
ISBN : 9783030975494

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Large-Scale Scientific Computing by Ivan Lirkov,Svetozar Margenov Pdf

This book constitutes revised selected papers from the 13th International Conference on Large-Scale Scientific Computing, LSSC 23021, which was held in Sozopol, Bulgaria, during June 7-11, 2021. The 60 papers included in this book were carefully reviewed and selected from a total of 73 submissions. The volume also includes two invited talks in full paper length. The papers were organized in topical sections as follows: Fractional diffusion problems: numerical methods, algorithms and applications; large-scale models: numerical methods, parallel computations and applications; application of metaheuristics to large-scale problems; advanced discretizations and solvers for coupled systems of partial differential equations; optimal control of ODEs, PDEs and applications; tensor and matrix factorization for big-data analysis; machine learning and model order reduction for large scale predictive simulations; HPC and big data: algorithms and applications; and contributed papers.

Author : Alexey N. Karapetyants,Igor V. Pavlov,Albert N. Shiryaev
Publisher : Springer Nature
Page : 413 pages
File Size : 43,6 Mb
Release : 2021-08-31
Category : Mathematics
ISBN : 9783030768294

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Operator Theory and Harmonic Analysis by Alexey N. Karapetyants,Igor V. Pavlov,Albert N. Shiryaev Pdf

This volume is part of the collaboration agreement between Springer and the ISAAC society. This is the second in the two-volume series originating from the 2020 activities within the international scientific conference "Modern Methods, Problems and Applications of Operator Theory and Harmonic Analysis" (OTHA), Southern Federal University, Rostov-on-Don, Russia. This volume focuses on mathematical methods and applications of probability and statistics in the context of general harmonic analysis and its numerous applications. The two volumes cover new trends and advances in several very important fields of mathematics, developed intensively over the last decade. The relevance of this topic is related to the study of complex multi-parameter objects required when considering operators and objects with variable parameters.

Author : Javier Bajo,Kasper Hallenborg,Pawel Pawlewski,Vicente Botti,Nayat Sánchez-Pi,Nestor Darío Duque Méndez,Fernando Lopes,Vicente Julian
Publisher : Springer
Page : 422 pages
File Size : 40,7 Mb
Release : 2015-05-12
Category : Computers
ISBN : 9783319190334

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Highlights of Practical Applications of Agents, Multi-Agent Systems, and Sustainability: The PAAMS Collection by Javier Bajo,Kasper Hallenborg,Pawel Pawlewski,Vicente Botti,Nayat Sánchez-Pi,Nestor Darío Duque Méndez,Fernando Lopes,Vicente Julian Pdf

This book constitutes the refereed proceedings of the workshops which complemented the 13th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2015, held in Salamanca, Spain, in June 2015. The 36 revised full papers presented were carefully reviewed and selected from 91 submissions. This volume presents the papers that have been accepted for the following workshops: Workshop on Agents and multi-agent Systems for AAL and e-HEALTH, Workshop on Agent-Based Solutions for Manufacturing and Supply Chain, Workshop on MAS for Complex Networks and Social Computation, Workshop on Intelligent Systems for Context-based Information Fusion, Workshop on Multi-agent based Applications for Smart Grids and Sustainable Energy Systems, Workshop on Multiagent System based Learning Environments, Workshop in Intelligent Human-Agent Societies.

Author : Serge Kernbach
Publisher : Logos Verlag Berlin GmbH
Page : 250 pages
File Size : 47,7 Mb
Release : 2008
Category : Computers
ISBN : 9783832520489

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Structural Self-Organization in Multi-Agents and Multi-Robotic Systems by Serge Kernbach Pdf

This work is about creating desired artificial self-organization in multi-agent and multi-robotic systems. It is demonstrated that emergent phenomena can artificially be designed when to treat collective systems on a new structural level. Examples of desired self-organization, implemented in manufacturing environment and in a large-scale swarm of micro-robots, allow deeper understanding of collective artificial intelligence. The work wins the infos-faculty-award as the best dissertation of 2008.

Author : Fouad Sabry
Publisher : One Billion Knowledgeable
Page : 100 pages
File Size : 41,5 Mb
Release : 2023-06-24
Category : Computers
ISBN : PKEY:6610000469673

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Multi Agent System by Fouad Sabry Pdf

What Is Multi Agent System A multi-agent system is a type of computerized system that is made up of numerous intelligent agents that communicate with one another. It is conceivable for multi-agent systems to solve problems that a single agent or a monolithic system would have a difficult or impossible time resolving on their own. Methodical, functional, and procedural techniques, algorithmic search, and learning through reinforcement are all examples of possible types of intelligence. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Multi-agent system Chapter 2: Distributed artificial intelligence Chapter 3: Software agent Chapter 4: Intelligent agent Chapter 5: Agent-based model Chapter 6: Swarm intelligence Chapter 7: Swarm robotics Chapter 8: Consensus dynamics Chapter 9: Agent-based social simulation Chapter 10: Agent mining (II) Answering the public top questions about multi agent system. (III) Real world examples for the usage of multi agent system in many fields. (IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of multi agent system' technologies. 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 multi agent system.

Author : Mike Barley,Haris Mouratidis,Amy Unruh,Diana F. Gordon-Spears,Paul Scerri,Fabio MASSACCI
Publisher : Springer
Page : 343 pages
File Size : 53,5 Mb
Release : 2009-09-30
Category : Computers
ISBN : 9783642048791

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Safety and Security in Multiagent Systems by Mike Barley,Haris Mouratidis,Amy Unruh,Diana F. Gordon-Spears,Paul Scerri,Fabio MASSACCI Pdf

As intelligent autonomous agents and multiagent system applications become more pervasive, it becomes increasingly important to understand the risks associated with using these systems. Incorrect or inappropriate agent behavior can have harmful - fects, including financial cost, loss of data, and injury to humans or systems. For - ample, NASA has proposed missions where multiagent systems, working in space or on other planets, will need to do their own reasoning about safety issues that concern not only themselves but also that of their mission. Likewise, industry is interested in agent systems that can search for new supply opportunities and engage in (semi-) automated negotiations over new supply contracts. These systems should be able to securely negotiate such arrangements and decide which credentials can be requested and which credentials may be disclosed. Such systems may encounter environments that are only partially understood and where they must learn for themselves which aspects of their environment are safe and which are dangerous. Thus, security and safety are two central issues when developing and deploying such systems. We refer to a multiagent system’s security as the ability of the system to deal with threats that are intentionally caused by other intelligent agents and/or s- tems, and the system’s safety as its ability to deal with any other threats to its goals.

Author : M. Mori,T. Mitsui
Publisher : Elsevier
Page : 396 pages
File Size : 55,9 Mb
Release : 2002-12-03
Category : Computers
ISBN : 0444509941

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Scientific and Engineering Computations for the 21st Century - Methodologies and Applications by M. Mori,T. Mitsui Pdf

The 20th century saw tremendous achievements and progress in science and technology. Undoubtedly, computers and computer-related technologies acted as one of vital catalysts for accelerating this progress in the latter half of the century. The contributions of mathematical sciences have been equally profound, and the synergy between mathematics and computer science has played a key role in accelerating the progress of both fields as well as science and engineering. Mathematical sciences will undoubtedly continue to play this vital role in this new century. In particular, mathematical modeling and numerical simulation will continue to be among the essential methodologies for solving massive and complex problems that arise in science, engineering and manufacturing. Underpinning this all from a sound, theoretical perspective will be numerical algorithms. In recognition of this observation, this volume focuses on the following specific topics. (1) Fundamental numerical algorithms (2) Applications of numerical algorithms (3) Emerging technologies. The articles included in this issue by experts on advanced scientific and engineering computations from numerous countries elucidate state-of-the-art achievements in these three topics from various angles and suggest the future directions. Although we cannot hope to cover all the aspects in scientific and engineering computations, we hope that the articles will interest, inform and inspire members of the science and engineering community.

Author : Anonim
Publisher : Unknown
Page : 536 pages
File Size : 54,9 Mb
Release : 1995
Category : Algorithms
ISBN : UOM:39015034838790

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Proceedings of the ... International IEEE Conference on Tools for Artificial Intelligence by Anonim Pdf

Author : Dejan Lj. Milutinovic,Pedro U. Lima
Publisher : Springer
Page : 126 pages
File Size : 49,6 Mb
Release : 2007-10-18
Category : Technology & Engineering
ISBN : 9783540719823

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Cells and Robots by Dejan Lj. Milutinovic,Pedro U. Lima Pdf

This monograph has arisen from the multidisciplinary research extending over biology, robotics and hybrid systems theory. It is inspired by modeling reactive behavior of the immune system cell population, where each cell is considered an independent agent. The authors formulate the optimal control of maximizing the probability of robotic presence in a given region and discuss the application of the Minimum Principle for partial differential equations to this problem.

Author : Rafael Martínez-Guerra,Juan Pablo Flores-Flores
Publisher : Springer Nature
Page : 222 pages
File Size : 41,6 Mb
Release : 2023-03-09
Category : Science
ISBN : 9783031226694

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An Approach to Multi-agent Systems as a Generalized Multi-synchronization Problem by Rafael Martínez-Guerra,Juan Pablo Flores-Flores Pdf

This book addresses the problem of multi-agent systems, considering that it can be interpreted as a generalized multi-synchronization problem. From manufacturing tasks, through encryption and communication algorithms, to high-precision experiments, the simultaneous cooperation between multiple systems or agents is essential to successfully carrying out different modern activities, both in academy and industry. For example, the coordination of multiple assembler robots in manufacturing lines. These agents need to synchronize. The first two chapters of the book describe the synchronization of dynamical systems, paying special attention to the synchronization of non-identical systems. Following, the third chapter presents an interesting application of the synchronization phenomenon for state estimation. Subsequently, the authors fully address the multi-agent problem interpreted as multi-synchronization. The final chapters introduce the reader to a more complex problem, the synchronization of systems governed by partial differential equations, both of integer and fractional order. The book aimed at graduates, postgraduate students and researchers closely related to the area of automatic control. Previous knowledge of linear algebra, classical and fractional calculus is requested, as well as some fundamental notions of graph theory.

Author : Anonim
Publisher : Unknown
Page : 532 pages
File Size : 51,7 Mb
Release : 1995
Category : Algorithms
ISBN : UCSC:32106013424194

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Seventh International Conference on Tools with Artificial Intelligence : Proceedings, November 5-8, 1995, Herndon, Virginia by Anonim Pdf

Papers of the meeting held in Herndon, Va. in Nov. 1995 and sponsored jointly with Binghampton University's AAAI Research Lab, the AAAI, and ACM. Most were presented by academics in sessions dealing with AI paradigms, software engineering, intelligent automation, machine learning, applications, and evaluation of systems. No index. Annotation copyright by Book News, Inc., Portland, OR.

Author : Lorenzo Pareschi,Giuseppe Toscani
Publisher : Oxford University Press
Page : 391 pages
File Size : 55,9 Mb
Release : 2014
Category : Business & Economics
ISBN : 9780199655465

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Interacting Multiagent Systems by Lorenzo Pareschi,Giuseppe Toscani Pdf

Mathematical modelling of systems constituted by many agents using kinetic theory is a new tool that has proved effective in predicting the emergence of collective behaviours and self-organization. This idea has been applied by the authors to various problems which range from sociology to economics and life sciences.

Author : Jerome Noailly,Stephane Avril,Peter Pivonka,Stefan Scheiner
Publisher : Frontiers Media SA
Page : 317 pages
File Size : 42,9 Mb
Release : 2022-03-11
Category : Science
ISBN : 9782889746620

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Multiscale Modeling to Tackle the Complexity of Load-Bearing Organ and Tissue Regulation by Jerome Noailly,Stephane Avril,Peter Pivonka,Stefan Scheiner Pdf