Complex Systems In Knowledge Based Environments Theory Models And Applications

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Complex Systems in Knowledge-based Environments: Theory, Models and Applications

Author : Andreas Tolk
Publisher : Springer Science & Business Media
ISBN 13 : 3540880747
Total Pages : 272 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Complex Systems in Knowledge-based Environments: Theory, Models and Applications by : Andreas Tolk

Download or read book Complex Systems in Knowledge-based Environments: Theory, Models and Applications written by Andreas Tolk and published by Springer Science & Business Media. This book was released on 2009-01-17 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: The tremendous growth in the availability of inexpensive computing power and easy availability of computers have generated tremendous interest in the design and imp- mentation of Complex Systems. Computer-based solutions offer great support in the design of Complex Systems. Furthermore, Complex Systems are becoming incre- ingly complex themselves. This research book comprises a selection of state-of-the-art contributions to topics dealing with Complex Systems in a Knowledge-based En- ronment. Complex systems are ubiquitous. Examples comprise, but are not limited to System of Systems, Service-oriented Approaches, Agent-based Systems, and Complex Distributed Virtual Systems. These are application domains that require knowledge of engineering and management methods and are beyond the scope of traditional systems. The chapters in this book deal with a selection of topics which range from unc- tainty representation, management and the use of ontological means which support and are large-scale business integration. All contributions were invited and are based on the recognition of the expertise of the contributing authors in the field. By colle- ing these sources together in one volume, the intention was to present a variety of tools to the reader to assist in both study and work. The second intention was to show how the different facets presented in the chapters are complementary and contribute towards this emerging discipline designed to aid in the analysis of complex systems.

Emergent Behavior in Complex Systems Engineering

Author : Saurabh Mittal
Publisher : John Wiley & Sons
ISBN 13 : 1119378869
Total Pages : 416 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis Emergent Behavior in Complex Systems Engineering by : Saurabh Mittal

Download or read book Emergent Behavior in Complex Systems Engineering written by Saurabh Mittal and published by John Wiley & Sons. This book was released on 2018-04-17 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive text that reviews the methods and technologies that explore emergent behavior in complex systems engineering in multidisciplinary fields In Emergent Behavior in Complex Systems Engineering, the authors present the theoretical considerations and the tools required to enable the study of emergent behaviors in manmade systems. Information Technology is key to today’s modern world. Scientific theories introduced in the last five decades can now be realized with the latest computational infrastructure. Modeling and simulation, along with Big Data technologies are at the forefront of such exploration and investigation. The text offers a number of simulation-based methods, technologies, and approaches that are designed to encourage the reader to incorporate simulation technologies to further their understanding of emergent behavior in complex systems. The authors present a resource for those designing, developing, managing, operating, and maintaining systems, including system of systems. The guide is designed to help better detect, analyse, understand, and manage the emergent behaviour inherent in complex systems engineering in order to reap the benefits of innovations and avoid the dangers of unforeseen consequences. This vital resource: Presents coverage of a wide range of simulation technologies Explores the subject of emergence through the lens of Modeling and Simulation (M&S) Offers contributions from authors at the forefront of various related disciplines such as philosophy, science, engineering, sociology, and economics Contains information on the next generation of complex systems engineering Written for researchers, lecturers, and students, Emergent Behavior in Complex Systems Engineering provides an overview of the current discussions on complexity and emergence, and shows how systems engineering methods in general and simulation methods in particular can help in gaining new insights in complex systems engineering.

Evolutionary Multi-objective Optimization in Uncertain Environments

Author : Chi-Keong Goh
Publisher : Springer Science & Business Media
ISBN 13 : 3540959750
Total Pages : 273 pages
Book Rating : 4.5/5 (49 download)

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Book Synopsis Evolutionary Multi-objective Optimization in Uncertain Environments by : Chi-Keong Goh

Download or read book Evolutionary Multi-objective Optimization in Uncertain Environments written by Chi-Keong Goh and published by Springer Science & Business Media. This book was released on 2009-03-09 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary algorithms are sophisticated search methods that have been found to be very efficient and effective in solving complex real-world multi-objective problems where conventional optimization tools fail to work well. Despite the tremendous amount of work done in the development of these algorithms in the past decade, many researchers assume that the optimization problems are deterministic and uncertainties are rarely examined. The primary motivation of this book is to provide a comprehensive introduction on the design and application of evolutionary algorithms for multi-objective optimization in the presence of uncertainties. In this book, we hope to expose the readers to a range of optimization issues and concepts, and to encourage a greater degree of appreciation of evolutionary computation techniques and the exploration of new ideas that can better handle uncertainties. "Evolutionary Multi-Objective Optimization in Uncertain Environments: Issues and Algorithms" is intended for a wide readership and will be a valuable reference for engineers, researchers, senior undergraduates and graduate students who are interested in the areas of evolutionary multi-objective optimization and uncertainties.

Knowledge Processing and Decision Making in Agent-Based Systems

Author : Lakhmi C Jain
Publisher : Springer Science & Business Media
ISBN 13 : 3540880488
Total Pages : 325 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Knowledge Processing and Decision Making in Agent-Based Systems by : Lakhmi C Jain

Download or read book Knowledge Processing and Decision Making in Agent-Based Systems written by Lakhmi C Jain and published by Springer Science & Business Media. This book was released on 2009-01-17 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: Knowledge processing and decision making in agent-based systems constitute the key components of intelligent machines. The contributions included in the book are: Innovations in Knowledge Processing and Decision Making in Agent-Based Systems Towards Real-World HTN Planning Agents Mobile Agent-Based System for Distributed Software Maintenance Software Agents in New Generation Networks: Towards the Automation of Telecom Processes Multi-agent Systems and Paraconsistent Knowledge An Agent-based Negotiation Platform for Collaborative Decision-Making in Construction Supply Chain An Event-Driven Algorithm for Agents at the Web A Generic Mobile Agent Framework Toward Ambient Intelligence Developing Actionable Trading Strategies Agent Uncertainty Model and Quantum Mechanics Representation Agent Transportation Layer Adaptation System Software Agents to Enable Service Composition through Negotiation Advanced Technology Towards Developing Decentralized Autonomous Flexible Manufacturing Systems

Modeling and Simulation-Based Systems Engineering Handbook

Author : Daniele Gianni
Publisher : CRC Press
ISBN 13 : 1466571462
Total Pages : 513 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Modeling and Simulation-Based Systems Engineering Handbook by : Daniele Gianni

Download or read book Modeling and Simulation-Based Systems Engineering Handbook written by Daniele Gianni and published by CRC Press. This book was released on 2018-10-09 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: The capability modeling and simulation (M&S) supplies for managing systems complexity and investigating systems behaviors has made it a central activity in the development of new and existing systems. However, a handbook that provides established M&S practices has not been available. Until now. Modeling and Simulation-Based Systems Engineering Handbook details the M&S practices for supporting systems engineering in diverse domains. It discusses how you can identify systems engineering needs and adapt these practices to suit specific application domains, thus avoiding redefining practices from scratch. Although M&S practices are used and embedded within individual disciplines, they are often developed in isolation. However, they address recurring problems common to all disciplines. The editors of this book tackled the challenge by recruiting key representatives from several communities, harmonizing the different perspectives derived from individual backgrounds, and lining them up with the book’s vision. The result is a collection of M&S systems engineering examples that offer an initial means for cross-domain capitalization of the knowledge, methodologies, and technologies developed in several communities. These examples provide the pros and cons of the methods and techniques available, lessons learned, and pitfalls to avoid. As our society moves further in the information era, knowledge and M&S capabilities become key enablers for the engineering of complex systems and systems of systems. Therefore, knowledge and M&S methodologies and technologies become valuable output in an engineering activity, and their cross-domain capitalization is key to further advance the future practices in systems engineering. This book collates information across disciplines to provide you with the tools to more efficiently design and manage complex systems that achieve their goals.

Complex Systems

Author : G. Rzevski
Publisher : WIT Press
ISBN 13 : 1784662356
Total Pages : 261 pages
Book Rating : 4.7/5 (846 download)

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Book Synopsis Complex Systems by : G. Rzevski

Download or read book Complex Systems written by G. Rzevski and published by WIT Press. This book was released on 2017-01-31 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: Containing papers presented at the 2016 New Forest Conference on Complex Systems, this multi-disciplinary book presents new approaches for resolving complex issues that cannot be resolved using conventional mathematical or software models. Complex Systems occur in an infinite variety of problems encompassing fields as diverse as economics, the environment, humanities, social and political sciences, physical sciences and engineering. The papers in the book cover such topics as: Complex business processes; Supply chain complexity; Complex adaptive software; Management of complexity; Complexity in social systems; Complexity in engineering; Complex issues in biological and medical sciences; Complex energy systems Complexity and evolution.

Intelligent and Evolutionary Systems

Author : Mitsuo Gen
Publisher : Springer
ISBN 13 : 3540959785
Total Pages : 217 pages
Book Rating : 4.5/5 (49 download)

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Book Synopsis Intelligent and Evolutionary Systems by : Mitsuo Gen

Download or read book Intelligent and Evolutionary Systems written by Mitsuo Gen and published by Springer. This book was released on 2009-02-18 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial evolutionary systems are computer systems, inspired by ideas from natural evolution and related phenomena. The field has a long history, dating back to the earliest days of computer science, but it has only become an established scientific and engineering discipline since the 1990s, with packages for the commonest form, genetic algorithms, now widely available. Researchers in the Asia-Pacific region have participated strongly in the development of evolutionary systems, with a particular emphasis on the evolution of intelligent solutions to highly complex problems. The Asia-Pacific Symposia on Intelligent and Evolutionary Systems have been an important contributor to this growth in impact, since 1997 providing an annual forum for exchange and dissemination of ideas. Participants come primarily from East Asia and the Western Pacific, but contributions are welcomed from around the World. This volume features a selection of fourteen of the best papers from recent APSIES. They illustrate the breadth of research in the region, with applications ranging from business to medicine, from network optimization to the promotion of innovation.

Rough Set Theory: A True Landmark in Data Analysis

Author : Ajith Abraham
Publisher : Springer Science & Business Media
ISBN 13 : 3540899200
Total Pages : 330 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Rough Set Theory: A True Landmark in Data Analysis by : Ajith Abraham

Download or read book Rough Set Theory: A True Landmark in Data Analysis written by Ajith Abraham and published by Springer Science & Business Media. This book was released on 2009-02-26 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Part 1 of this book deals with theoretical contributions of rough set theory, and parts 2 and 3 focus on several real world data mining applications. The book thoroughly explores recent results in rough set research.

Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization

Author : Godfrey C. Onwubolu
Publisher : Springer Science & Business Media
ISBN 13 : 3540921508
Total Pages : 226 pages
Book Rating : 4.5/5 (49 download)

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Book Synopsis Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization by : Godfrey C. Onwubolu

Download or read book Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization written by Godfrey C. Onwubolu and published by Springer Science & Business Media. This book was released on 2009-01-13 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book devoted entirely to Differential Evolution (DE) for global permutative-based combinatorial optimization. Since its original development, DE has mainly been applied to solving problems characterized by continuous parameters. This means that only a subset of real-world problems could be solved by the original, classical DE algorithm. This book presents in detail the various permutative-based combinatorial DE formulations by their initiators in an easy-to-follow manner, through extensive illustrations and computer code. It is a valuable resource for professionals and students interested in DE in order to have full potentials of DE at their disposal as a proven optimizer. All source programs in C and Mathematica programming languages are downloadable from the website of Springer.

Engineering Principles of Combat Modeling and Distributed Simulation

Author : Andreas Tolk
Publisher : John Wiley & Sons
ISBN 13 : 1118180305
Total Pages : 932 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Engineering Principles of Combat Modeling and Distributed Simulation by : Andreas Tolk

Download or read book Engineering Principles of Combat Modeling and Distributed Simulation written by Andreas Tolk and published by John Wiley & Sons. This book was released on 2012-02-14 with total page 932 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore the military and combat applications of modeling and simulation Engineering Principles of Combat Modeling and Distributed Simulation is the first book of its kind to address the three perspectives that simulation engineers must master for successful military and defense related modeling: the operational view (what needs to be modeled); the conceptual view (how to do combat modeling); and the technical view (how to conduct distributed simulation). Through methods from the fields of operations research, computer science, and engineering, readers are guided through the history, current training practices, and modern methodology related to combat modeling and distributed simulation systems. Comprised of contributions from leading international researchers and practitioners, this book provides a comprehensive overview of the engineering principles and state-of-the-art methods needed to address the many facets of combat modeling and distributed simulation and features the following four sections: Foundations introduces relevant topics and recommended practices, providing the needed basis for understanding the challenges associated with combat modeling and distributed simulation. Combat Modeling focuses on the challenges in human, social, cultural, and behavioral modeling such as the core processes of "move, shoot, look, and communicate" within a synthetic environment and also equips readers with the knowledge to fully understand the related concepts and limitations. Distributed Simulation introduces the main challenges of advanced distributed simulation, outlines the basics of validation and verification, and exhibits how these systems can support the operational environment of the warfighter. Advanced Topics highlights new and developing special topic areas, including mathematical applications fo combat modeling; combat modeling with high-level architecture and base object models; and virtual and interactive digital worlds. Featuring practical examples and applications relevant to industrial and government audiences, Engineering Principles of Combat Modeling and Distributed Simulation is an excellent resource for researchers and practitioners in the fields of operations research, military modeling, simulation, and computer science. Extensively classroom tested, the book is also ideal for courses on modeling and simulation; systems engineering; and combat modeling at the graduate level.

Modelling Dynamics in Processes and Systems

Author : Wojciech Mitkowski
Publisher : Springer
ISBN 13 : 3540922032
Total Pages : 192 pages
Book Rating : 4.5/5 (49 download)

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Book Synopsis Modelling Dynamics in Processes and Systems by : Wojciech Mitkowski

Download or read book Modelling Dynamics in Processes and Systems written by Wojciech Mitkowski and published by Springer. This book was released on 2009-05-02 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dynamics is what characterizes virtually all phenomenae we face in the real world, and processes that proceed in practically all kinds of inanimate and animate systems, notably social systems. For our purposes dynamics is viewed as time evolution of some characteristic features of the phenomenae or processes under consideration. It is obvious that in virtually all non-trivial problems dynamics can not be neglected, and should be taken into account in the analyses to, first, get insight into the problem consider, and second, to be able to obtain meaningful results. A convenient tool to deal with dynamics and its related evolution over time is to use the concept of a dynamic system which, for the purposes of this volume can be characterized by the input (control), state and output spaces, and a state transition equation. Then, starting from an initial state, we can find a sequence of consecutive states (outputs) under consecutive inputs (controls). That is, we obtain a trajectory. The state transition equation may be given in various forms, exemplified by differential and difference equations, linear or nonlinear, deterministic or stochastic, or even fuzzy (imprecisely specified), fully or partially known, etc. These features can give rise to various problems the analysts may encounter like numerical difficulties, instability, strange forms of behavior (e.g. chaotic), etc. This volume is concerned with some modern tools and techniques which can be useful for the modeling of dynamics. We focus our attention on two important areas which play a key role nowadays, namely automation and robotics, and biological systems. We also add some new applications which can greatly benefit from the availability of effective and efficient tools for modeling dynamics, exemplified by some applications in security systems.

Design and Control of Intelligent Robotic Systems

Author : Dikai Liu
Publisher : Springer
ISBN 13 : 3540899332
Total Pages : 478 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Design and Control of Intelligent Robotic Systems by : Dikai Liu

Download or read book Design and Control of Intelligent Robotic Systems written by Dikai Liu and published by Springer. This book was released on 2009-01-22 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the increasing applications of intelligent robotic systems in various ?elds, the - sign and control of these systems have increasingly attracted interest from researchers. This edited book entitled “Design and Control of Intelligent Robotic Systems” in the book series of “Studies in Computational Intelligence” is a collection of some advanced research on design and control of intelligent robots. The works presented range in scope from design methodologies to robot development. Various design approaches and al- rithms, such as evolutionary computation, neural networks, fuzzy logic, learning, etc. are included. We also would like to mention that most studies reported in this book have been implemented in physical systems. An overview on the applications of computational intelligence in bio-inspired robotics is given in Chapter 1 by M. Begum and F. Karray, with highlights of the recent progress in bio-inspired robotics research and a focus on the usage of computational intelligence tools to design human-like cognitive abilities in the robotic systems. In Chapter 2, Lisa L. Grant and Ganesh K. Venayagamoorthy present greedy search, particle swarm optimization and fuzzy logic based strategies for navigating a swarm of robots for target search in a hazardous environment, with potential applications in high-risk tasks such as disaster recovery and hazardous material detection.

Biologically Inspired Signal Processing for Chemical Sensing

Author : Agustín Gutiérrez
Publisher : Springer
ISBN 13 : 3642001769
Total Pages : 169 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Biologically Inspired Signal Processing for Chemical Sensing by : Agustín Gutiérrez

Download or read book Biologically Inspired Signal Processing for Chemical Sensing written by Agustín Gutiérrez and published by Springer. This book was released on 2009-02-18 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biologically inspired approaches for artificial sensing have been extensively applied to different sensory modalities over the last decades and chemical senses have been no exception. The olfactory system, and the gustatory system to a minor extent, has been regarded as a model for the development of new artificial chemical sensing s- tems. One of the main contributions to this field was done by Persaud and Dodd in 1982 when they proposed a system based on an array of broad-selective chemical sensors coupled with a pattern recognition engine. The array aimed at mimicking the sensing strategy followed by the olfactory system where a population of bro- selective olfactory receptor neurons encodes for chemical information as patterns of activity across the neuron population. The pattern recognition engine proposed was not based on bio-inspired but on statistical methods. This influential work gave rise to a new line of research where this paradigm has been used to build chemical sensing instruments applied to a wide range of odor detection problems. More recently, some researchers have proposed to extend the biological inspiration of this system also to the processing of the sensor array signals. This has been mo- vated in part by the increasing body of knowledge available on biological olfaction, which has become in the last decade a focus of attention of the experimental neu- science community.

Intelligent Patient Management

Author : Sally McClean
Publisher : Springer Science & Business Media
ISBN 13 : 3642001785
Total Pages : 335 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Intelligent Patient Management by : Sally McClean

Download or read book Intelligent Patient Management written by Sally McClean and published by Springer Science & Business Media. This book was released on 2009-03-20 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthcare approaches with origins in Artificial Intelligence and Operational Research can greatly improve the diagnosis, treatment and overall care of patients. This book focuses on the use of such Intelligent Patient Management for healthcare professionals.

Geocomputation and Urban Planning

Author : Beniamino Murgante
Publisher : Springer Science & Business Media
ISBN 13 : 3540899294
Total Pages : 281 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Geocomputation and Urban Planning by : Beniamino Murgante

Download or read book Geocomputation and Urban Planning written by Beniamino Murgante and published by Springer Science & Business Media. This book was released on 2009-02-26 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sixteen years ago, Franklin estimated that about 80% of data contain geo-referenced information. To date, the availability of geographic data and information is growing, together with the capacity of users to operate with IT tools and instruments. Spatial data infrastructures are growing and allow a wide number of users to rely on them. This growth has not been fully coupled to an increase of knowledge to support spatial decisions. Spatial analytical techniques, geographical analysis and modelling methods are therefore required to analyse data and to facilitate the decision process at all levels. Old geographical issues can find an answer thanks to new methods and instruments, while new issues are developing, challenging researchers towards new solutions. This volume aims to contribute to the development of new techniques and methods to improve the process of knowledge acquisition. The Geocomputational expression is related to the development and the application of new theories, methods and tools in order to provide better solutions to complex geographical problems. The geocomputational analysis discussed in this volume, could be classified according to three main domains of applications; the first one related to spatial decision support system and to spatial uncertainty, the second connected to artificial intelligence, the third based on all spatial statistics techniques.

Enterprise Interoperability

Author : Marten van Sinderen
Publisher : Springer
ISBN 13 : 3642196802
Total Pages : 217 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Enterprise Interoperability by : Marten van Sinderen

Download or read book Enterprise Interoperability written by Marten van Sinderen and published by Springer. This book was released on 2011-03-15 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the Third International IFIP Working Conference on Enterprise Interoperability (IWEI 2011) , held in Stockholm, Sweden, March 23-24, 2011. The special theme chosen for IWEI 2011 was “Interoperability and Future Internet for Next-Generation Enterprises”. Thus special attention was given to how the interoperability needs of enterprises will be shaped and supported by the emerging Future Internet. The 15 papers presented in this volume were carefully selected from 47 submissions, based on a thorough reviewing process in which each paper was scrutinized by at least three experts in the field. The papers cover a wide spectrum of enterprise interoperability issues, ranging from foundational theories, frameworks, architectures, methods and guidelines to applications and case studies. This volume also includes the abstracts of the two invited talks on challenges for future networked enterprise systems.

Natural Computing in Computational Finance

Author : Anthony Brabazon
Publisher : Springer
ISBN 13 : 3540959742
Total Pages : 250 pages
Book Rating : 4.5/5 (49 download)

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Book Synopsis Natural Computing in Computational Finance by : Anthony Brabazon

Download or read book Natural Computing in Computational Finance written by Anthony Brabazon and published by Springer. This book was released on 2009-01-30 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent years have seen the widespread application of Natural Computing algorithms (broadly defined in this context as computer algorithms whose design draws inspiration from phenomena in the natural world) for the purposes of financial modelling and optimisation. A related stream of work has also seen the application of learning mechanisms drawn from Natural Computing algorithms for the purposes of agent-based modelling in finance and economics. In this book we have collected a series of chapters which illustrate these two faces of Natural Computing. The first part of the book illustrates how algorithms inspired by the natural world can be used as problem solvers to uncover and optimise financial models. The second part of the book examines a number agent-based simulations of financial systems. This book follows on from Natural Computing in Computational Finance (Volume 100 in Springer’s Studies in Computational Intelligence series) which in turn arose from the success of EvoFIN 2007, the very first European Workshop on Evolutionary Computation in Finance & Economics held in Valencia, Spain in April 2007.