Evolutionary Synthesis Of Pattern Recognition Systems
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Evolutionary Synthesis Of Pattern Recognition Systems
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Author : Bir Bhanu
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-02-17
Evolutionary Synthesis Of Pattern Recognition Systems written by Bir Bhanu and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-02-17 with Computers categories.
Integrates computer vision, pattern recognition, and AI. Presents original research that will benefit researchers and professionals in computer vision, pattern recognition, target recognition, machine learning, evolutionary learning, image processing, knowledge discovery and data mining, cybernetics, robotics, automation and psychology
Evolutionary Synthesis Of Pattern Recognition Systems
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Author : Bir Bhanu
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-03-30
Evolutionary Synthesis Of Pattern Recognition Systems written by Bir Bhanu and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-03-30 with Computers categories.
Evolutionary computation is becoming increasingly important for computer vision and pattern recognition and provides a systematic way of synthesis and analysis of object detection and recognition systems. Incorporating "learning" into recognition systems will enable these systems to automatically generate new features on the fly and cleverly select a good subset of features according to the type of objects and images to which they are applied. This unique monograph investigates evolutionary computational techniques--such as genetic programming, linear genetic programming, coevolutionary genetic programming and genetic algorithms--to automate the synthesis and analysis of object detection and recognition systems. The purpose of incorporating learning into the system design is to avoid the time-consuming process of feature generation and selection and to reduce the cost of building object detection and recognition systems. Researchers, professionals, engineers, and students working in computer vision, pattern recognition, target recognition, machine learning, evolutionary learning, image processing, knowledge discovery and data mining, cybernetics, robotics, automation and psychology will find this well-developed and organized volume an invaluable resource.
Evolutionary Synthesis Of Pattern Recognition Systems
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Author : Bir Bhanu
language : en
Publisher: Springer
Release Date : 2008-11-01
Evolutionary Synthesis Of Pattern Recognition Systems written by Bir Bhanu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-11-01 with Computers categories.
Integrates computer vision, pattern recognition, and AI. Presents original research that will benefit researchers and professionals in computer vision, pattern recognition, target recognition, machine learning, evolutionary learning, image processing, knowledge discovery and data mining, cybernetics, robotics, automation and psychology
Evolutionary Image Analysis And Signal Processing
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Author : Stefano Cagnoni
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-06-22
Evolutionary Image Analysis And Signal Processing written by Stefano Cagnoni and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-06-22 with Mathematics categories.
The publication of this book on evolutionaryImage Analysis and Signal P- cessing (IASP) has two main goals. The ?rst, occasional one is to celebrate the 10th edition of EvoIASP, the workshop which has been the only event speci?cally dedicated to this topic since 1999. The second, more important one is to give an overview of the opportunities o?ered by Evolutionary C- putation (EC) techniques to computer vision,pattern recognition,and image and signal processing. It is not possible to celebrate EvoIASP properly without ?rst ackno- edging EvoNET, the EU-funded network of excellence, which has made it possible for Europe to build a strong European research community on EC. Thanks to the success of the ?rst, pioneering event organized by EvoNET, held in 1998 in Paris, it was possible to realize that not only was EC a f- tile ground for basic research but also there were several application ?elds to which EC techniques could o?er a valuable contribution. That was how the ideaofcreatingasingleevent,EvoWorkshops,outofacollectionofworkshops dedicated to applications of EC, was born. Amongst the possible application ?elds for EC, IASP was selected almost accidentally, due to the occasional presence, within EvoNET, of less than a handful of researchers who were interested in it. I would lie if I stated that the event was a great success since its very start, but it was successful enough to survive healthily for a couple of years, before reaching its present size, relevance, and popularity.
Applications Of Evolutionary Computing
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Author : Mario Giacobini
language : en
Publisher: Springer Science & Business Media
Release Date : 2007
Applications Of Evolutionary Computing written by Mario Giacobini and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Computer Communication Networks categories.
Adapting Proofs As Programs
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Author : Iman Poernomo
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-04-27
Adapting Proofs As Programs written by Iman Poernomo and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-04-27 with Computers categories.
This monograph details several important advances in the direction of a practical proofs-as-programs paradigm, which constitutes a set of approaches to developing programs from proofs in constructive logic with applications to industrial-scale, complex software engineering problems. One of the books central themes is a general, abstract framework for developing new systems of programs synthesis by adapting proofs-as-programs to new contexts.
Intelligent Distributed Computing Iv
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Author : Mohammad Essaaidi
language : en
Publisher: Springer
Release Date : 2010-09-20
Intelligent Distributed Computing Iv written by Mohammad Essaaidi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-09-20 with Technology & Engineering categories.
The 33 peer-reviewed contributions published in this book address a wide range of topics related to the theory and applications of intelligent distributed computing and multi-agent systems. They cover topics from bio-informatics to semantic web services.
Extending The Evolutionary Synthesis
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Author : Axel Lange
language : en
Publisher: CRC Press
Release Date : 2023-06-06
Extending The Evolutionary Synthesis written by Axel Lange and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-06 with Nature categories.
The theory of evolution is itself evolving with new findings and changes in the fundamental underlying concepts. It is true that today's synthetic theory, which goes back to Darwin, is persistently successful. However, it offers no convincing explanation to many questions, some examples of which are as follows: What forms of inheritance exist besides genetics; how complex variations, especially evolutionary innovations such as bird feathers and turtle shells, arise; how the environment affects the evolution of species and is changed by them simultaneously; and why the evolution of birds, corals, and human culture is not explainable by natural selection alone. Scientific findings of the last decades require continuous rethinking and integration of new data and concepts into the theory of evolution. This comprehensibly written and excellently researched book provides exciting new insights into the Extended Evolutionary Synthesis using fascinating new examples from evolutionary biology. Key Features Comprehensively explains the Extended Evolutionary Synthesis Understandably written for a broad audience Includes interviews with world-leading evolutionary biologists Reviews the historical development of evolutionary theory with explanations of open, unanswered questions Explains the new concepts with powerful illustrations Related Titles Bard, J. Evolution: The Origins and Mechanisms of Diversity (ISBN 9781032138480) Johnson, N. Darwin’s Reach: 21st Century Applications of Evolutionary Biology (ISBN 9781138587427)
Face Biometrics For Personal Identification
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Author : Besma Abidi
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-04-08
Face Biometrics For Personal Identification written by Besma Abidi and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-04-08 with Computers categories.
This book provides ample coverage of theoretical and experimental state-of-the-art work as well as new trends and directions in the biometrics field. It offers students and software engineers a thorough understanding of how some core low-level building blocks of a multi-biometric system are implemented. While this book covers a range of biometric traits, its main emphasis is placed on multi-sensory and multi-modal face biometrics algorithms and systems.
Advances In The Evolutionary Synthesis Of Intelligent Agents
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Author : Mukesh Patel
language : en
Publisher: MIT Press
Release Date : 2001
Advances In The Evolutionary Synthesis Of Intelligent Agents written by Mukesh Patel and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Computers categories.
This book explores a central issue in artificial intelligence, cognitive science, and artificial life: how to design information structures and processes that create and adapt intelligent agents through evolution and learning. Among the first uses of the computer was the development of programs to model perception, reasoning, learning, and evolution. Further developments resulted in computers and programs that exhibit aspects of intelligent behavior. The field of artificial intelligence is based on the premise that thought processes can be computationally modeled. Computational molecular biology brought a similar approach to the study of living systems. In both cases, hypotheses concerning the structure, function, and evolution of cognitive systems (natural as well as synthetic) take the form of computer programs that store, organize, manipulate, and use information. Systems whose information processing structures are fully programmed are difficult to design for all but the simplest applications. Real-world environments call for systems that are able to modify their behavior by changing their information processing structures. Cognitive and information structures and processes, embodied in living systems, display many effective designs for biological intelligent agents. They are also a source of ideas for designing artificial intelligent agents. This book explores a central issue in artificial intelligence, cognitive science, and artificial life: how to design information structures and processes that create and adapt intelligent agents through evolution and learning. The book is organized around four topics: the power of evolution to determine effective solutions to complex tasks, mechanisms to make evolutionary design scalable, the use of evolutionary search in conjunction with local learning algorithms, and the extension of evolutionary search in novel directions.