Self Adaptive Biasing Technique

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Self-Adaptive Heuristics for Evolutionary Computation

Author : Oliver Kramer
Publisher : Springer
ISBN 13 : 3540692819
Total Pages : 181 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Self-Adaptive Heuristics for Evolutionary Computation by : Oliver Kramer

Download or read book Self-Adaptive Heuristics for Evolutionary Computation written by Oliver Kramer and published by Springer. This book was released on 2008-10-10 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary algorithms are successful biologically inspired meta-heuristics. Their success depends on adequate parameter settings. The question arises: how can evolutionary algorithms learn parameters automatically during the optimization? Evolution strategies gave an answer decades ago: self-adaptation. Their self-adaptive mutation control turned out to be exceptionally successful. But nevertheless self-adaptation has not achieved the attention it deserves. This book introduces various types of self-adaptive parameters for evolutionary computation. Biased mutation for evolution strategies is useful for constrained search spaces. Self-adaptive inversion mutation accelerates the search on combinatorial TSP-like problems. After the analysis of self-adaptive crossover operators the book concentrates on premature convergence of self-adaptive mutation control at the constraint boundary. Besides extensive experiments, statistical tests and some theoretical investigations enrich the analysis of the proposed concepts.

An Introduction to Self-adaptive Systems

Author : Danny Weyns
Publisher : John Wiley & Sons
ISBN 13 : 1119574935
Total Pages : 288 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis An Introduction to Self-adaptive Systems by : Danny Weyns

Download or read book An Introduction to Self-adaptive Systems written by Danny Weyns and published by John Wiley & Sons. This book was released on 2020-10-07 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: A concise and practical introduction to the foundations and engineering principles of self-adaptation Though it has recently gained significant momentum, the topic of self-adaptation remains largely under-addressed in academic and technical literature. This book changes that. Using a systematic and holistic approach, An Introduction to Self-adaptive Systems: A Contemporary Software Engineering Perspective provides readers with an accessible set of basic principles, engineering foundations, and applications of self-adaptation in software-intensive systems. It places self-adaptation in the context of techniques like uncertainty management, feedback control, online reasoning, and machine learning while acknowledging the growing consensus in the software engineering community that self-adaptation will be a crucial enabling feature in tackling the challenges of new, emerging, and future systems. The author combines cutting-edge technical research with basic principles and real-world insights to create a practical and strategically effective guide to self-adaptation. He includes features such as: An analysis of the foundational engineering principles and applications of self-adaptation in different domains, including the Internet-of-Things, cloud computing, and cyber-physical systems End-of-chapter exercises at four different levels of complexity and difficulty An accompanying author-hosted website with slides, selected exercises and solutions, models, and code Perfect for researchers, students, teachers, industry leaders, and practitioners in fields that directly or peripherally involve software engineering, as well as those in academia involved in a class on self-adaptivity, this book belongs on the shelves of anyone with an interest in the future of software and its engineering.

Theory of Self-Adaptive Control Systems

Author : P. H. Hammond
Publisher : Springer
ISBN 13 : 1489962891
Total Pages : 360 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Theory of Self-Adaptive Control Systems by : P. H. Hammond

Download or read book Theory of Self-Adaptive Control Systems written by P. H. Hammond and published by Springer. This book was released on 2013-11-11 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Self-Adaptive Systems for Machine Intelligence

Author : Haibo He
Publisher : John Wiley & Sons
ISBN 13 : 1118025598
Total Pages : 189 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Self-Adaptive Systems for Machine Intelligence by : Haibo He

Download or read book Self-Adaptive Systems for Machine Intelligence written by Haibo He and published by John Wiley & Sons. This book was released on 2011-09-15 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will advance the understanding and application of self-adaptive intelligent systems; therefore it will potentially benefit the long-term goal of replicating certain levels of brain-like intelligence in complex and networked engineering systems. It will provide new approaches for adaptive systems within uncertain environments. This will provide an opportunity to evaluate the strengths and weaknesses of the current state-of-the-art of knowledge, give rise to new research directions, and educate future professionals in this domain. Self-adaptive intelligent systems have wide applications from military security systems to civilian daily life. In this book, different application problems, including pattern recognition, classification, image recovery, and sequence learning, will be presented to show the capability of the proposed systems in learning, memory, and prediction. Therefore, this book will also provide potential new solutions to many real-world applications.

Evaluation of a Self-adaptive Control Technique

Author : David W. Whitcomb
Publisher :
ISBN 13 :
Total Pages : 26 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Evaluation of a Self-adaptive Control Technique by : David W. Whitcomb

Download or read book Evaluation of a Self-adaptive Control Technique written by David W. Whitcomb and published by . This book was released on 1966 with total page 26 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Switched-Capacitor Techniques for High-Accuracy Filter and ADC Design

Author : Patrick J. Quinn
Publisher : Springer Science & Business Media
ISBN 13 : 1402062583
Total Pages : 261 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Switched-Capacitor Techniques for High-Accuracy Filter and ADC Design by : Patrick J. Quinn

Download or read book Switched-Capacitor Techniques for High-Accuracy Filter and ADC Design written by Patrick J. Quinn and published by Springer Science & Business Media. This book was released on 2007-07-20 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book proposes alternative switched capacitor techniques which allow the achievement of higher intrinsic analogue functional accuracy than previously possible in such application areas as analogue filter and ADC design. The validity of the concepts developed and analyzed in Switched-Capacitor Techniques for High-Accuracy Filter and ADC Design has been demonstrated in practice with the design of CMOS SC bandpass filters and algorithmic ADC stages.

Smart Computing and Self-Adaptive Systems

Author : Simar Preet Singh
Publisher : CRC Press
ISBN 13 : 1000509974
Total Pages : 328 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Smart Computing and Self-Adaptive Systems by : Simar Preet Singh

Download or read book Smart Computing and Self-Adaptive Systems written by Simar Preet Singh and published by CRC Press. This book was released on 2021-12-19 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book intends to cover various problematic aspects of emerging smart computing and self-adapting technologies comprising of machine learning, artificial intelligence, deep learning, robotics, cloud computing, fog computing, data mining algorithms, including emerging intelligent and smart applications related to these research areas. Further coverage includes implementation of self-adaptation architecture for smart devices, self-adaptive models for smart cities and self-driven cars, decentralized self-adaptive computing at the edge networks, energy-aware AI-based systems, M2M networks, sensors, data analytics, algorithms and tools for engineering self-adaptive systems, and so forth. Acts as guide to Self-healing and Self-adaptation based fully automatic future technologies Discusses about Smart Computational abilities and self-adaptive systems Illustrates tools and techniques for data management and explains the need to apply, and data integration for improving efficiency of big data Exclusive chapter on the future of self-stabilizing and self-adaptive systems of systems Covers fields such as automation, robotics, medical sciences, biomedical and agricultural sciences, healthcare and so forth This book is aimed researchers and graduate students in machine learning, information technology, and artificial intelligence.

Parallel Problem Solving from Nature-PPSN VI

Author : Marc Schoenauer
Publisher : Springer
ISBN 13 : 3540453563
Total Pages : 920 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Parallel Problem Solving from Nature-PPSN VI by : Marc Schoenauer

Download or read book Parallel Problem Solving from Nature-PPSN VI written by Marc Schoenauer and published by Springer. This book was released on 2007-12-07 with total page 920 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are proud to introduce the proceedings of the Sixth International Conference on Parallel Problem Solving from Nature, PPSN VI, held in Paris, Prance, on 18-20 September 2000. PPSN VI was organized in association with the Genetic and Evolutionary Computing Conference (GECCO'2000) and the Congress on Evolutionary Computation (CEC'2000), reflecting the beneficial interaction between the conference activities in Europe and in the USA in the field of natural computation. Starting in 1990 in Dortmund, Germany (Proceedings, LNCS vol. 496, Sprin ger, 1991), this biannual meeting has been held in Brussels, Belgium (Procee dings, Elsevier, 1992), Jerusalem, Israel (Proceedings, LNCS vol. 866, Springer, 1994), Berlin, Germany (Proceedings, LNCS vol. 1141, Springer, 1996), and Amsterdam, The Netherlands (Proceedings, LNCS vol. 1498, Springer, 1998), where it was decided that Paris would be the location of the 2000 conference with Marc Schoenauer as the general chair. The scientific content of the PPSN conference focuses on problem solving pa radigms gleaned from a natural models. Characteristic for Natural Computing is the metaphorical use of concepts, principles and mechanisms underlying natural systems, such as evolutionary processes involving mutation, recombination, and selection in natural evolution, annealing or punctuated equilibrium processes of many-particle systems in physics, growth processes in nature and economics, collective intelligence in biology, DNA-based computing in molecular chemistry, and multi-cellular behavioral processes in neural and immune networks.

Research and Technology Program Digest

Author : United States. National Aeronautics and Space Administration
Publisher :
ISBN 13 :
Total Pages : 792 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Research and Technology Program Digest by : United States. National Aeronautics and Space Administration

Download or read book Research and Technology Program Digest written by United States. National Aeronautics and Space Administration and published by . This book was released on with total page 792 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Facing the Other: Novel Theories and Methods in Face Perception Research

Author : Davide Rivolta
Publisher : Frontiers Media SA
ISBN 13 : 2889197948
Total Pages : 371 pages
Book Rating : 4.8/5 (891 download)

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Book Synopsis Facing the Other: Novel Theories and Methods in Face Perception Research by : Davide Rivolta

Download or read book Facing the Other: Novel Theories and Methods in Face Perception Research written by Davide Rivolta and published by Frontiers Media SA. This book was released on 2016-04-08 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: We rely heavily on faces during social interactions. Humans possess the ability to recognise thousands of people very quickly and accurately without effort. The serious social difficulties that follow abnormalities of the face recognition system (i.e., prosopagnosia) strongly underline the importance of typical face skills in our everyday life. Over the last fifty years, research on prosopagnosia, along with research in the healthy population, has provided insights into the cognitive and neural features behind typical face recognition. This has also been achieved thanks to non-invasive neuroimaging techniques such as functional Magnetic Resonance Imaging (fMRI), Electroencephalography (EEG), Magnetoencephalography (MEG), Diffusion Tensor Imaging (DTI) and Transcranial Magnetic Stimulation (TMS). However, there is still much debate about the cognitive and neural mechanisms of face perception. In the current “Research Topic” we plan to gather experimental works, opinions, commentaries, mini-reviews and reviews that focus on new or novel theories and methods in face perception research. Where is the field at the moment? Do we need to re-think the experimental procedures we have adopted so far? Again, what kind of techniques (or combination of them) and analysis methods will be important in the future? From the experimental point of view we encourage both behavioural and neuroimaging contributions (e.g., fMRI, EEG, MEG, DTI and TMS). Despite the main emphasis on face perception, memory and identification, we will also consider original works that focus on other aspects of face processing, such as expression recognition, attractiveness judgments and face imagery. In addition, animal investigations and experimental manipulations that alter face recognition abilities in typical human subjects (e.g., hypnosis) are also welcome. Overall, we are proposing a Research Topic that looks at face processing using different perspectives and welcome contributions from different domains such as psychology, neurology, neuroscience, cognitive science and philosophy. The current “Research Topic” evolved over the desire to acknowledge the relatively recent loss of three giants in the field: Drs. Shlomo Bentin, Truett Allison and Andy Calder. We dedicate this “Research Topic” to them and their pioneering studies.

Scientific and Technical Aerospace Reports

Author :
Publisher :
ISBN 13 :
Total Pages : 836 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Scientific and Technical Aerospace Reports by :

Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1994 with total page 836 pages. Available in PDF, EPUB and Kindle. Book excerpt:

NANO-CHIPS 2030

Author : Boris Murmann
Publisher : Springer Nature
ISBN 13 : 3030183386
Total Pages : 597 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis NANO-CHIPS 2030 by : Boris Murmann

Download or read book NANO-CHIPS 2030 written by Boris Murmann and published by Springer Nature. This book was released on 2020-06-08 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, a global team of experts from academia, research institutes and industry presents their vision on how new nano-chip architectures will enable the performance and energy efficiency needed for AI-driven advancements in autonomous mobility, healthcare, and man-machine cooperation. Recent reviews of the status quo, as presented in CHIPS 2020 (Springer), have prompted the need for an urgent reassessment of opportunities in nanoelectronic information technology. As such, this book explores the foundations of a new era in nanoelectronics that will drive progress in intelligent chip systems for energy-efficient information technology, on-chip deep learning for data analytics, and quantum computing. Given its scope, this book provides a timely compendium that hopes to inspire and shape the future of nanoelectronics in the decades to come.

Statistical Challenges in Astronomy

Author : Eric D. Feigelson
Publisher : Springer Science & Business Media
ISBN 13 : 0387215298
Total Pages : 512 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Statistical Challenges in Astronomy by : Eric D. Feigelson

Download or read book Statistical Challenges in Astronomy written by Eric D. Feigelson and published by Springer Science & Business Media. This book was released on 2006-05-26 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital sky surveys, high-precision astrometry from satellite data, deep-space data from orbiting telescopes, and the like have all increased the quantity and quality of astronomical data by orders of magnitude per year for several years. Making sense of this wealth of data requires sophisticated statistical techniques. Fortunately, statistical methodologies have similarly made great strides in recent years. Powerful synergies thus emerge when astronomers and statisticians join in examining astrostatistical problems and approaches. The book begins with an historical overview and tutorial articles on basic cosmology for statisticians and the principles of Bayesian analysis for astronomers. As in earlier volumes in this series, research contributions discussing topics in one field are joined with commentary from scholars in the other. Thus, for example, an overview of Bayesian methods for Poissonian data is joined by discussions of planning astronomical observations with optimal efficiency and nested models to deal with instrumental effects. The principal theme for the volume is the statistical methods needed to model fundamental characteristics of the early universe on its largest scales.

Soft Computing for Data Mining Applications

Author : K. R. Venugopal
Publisher : Springer
ISBN 13 : 3642001939
Total Pages : 354 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Soft Computing for Data Mining Applications by : K. R. Venugopal

Download or read book Soft Computing for Data Mining Applications written by K. R. Venugopal and published by Springer. This book was released on 2009-02-24 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors have consolidated their research work in this volume titled Soft Computing for Data Mining Applications. The monograph gives an insight into the research in the ?elds of Data Mining in combination with Soft Computing methodologies. In these days, the data continues to grow - ponentially. Much of the data is implicitly or explicitly imprecise. Database discovery seeks to discover noteworthy, unrecognized associations between the data items in the existing database. The potential of discovery comes from the realization that alternate contexts may reveal additional valuable information. The rate at which the data is storedis growing at a phenomenal rate. Asaresult,traditionaladhocmixturesofstatisticaltechniquesanddata managementtools are no longer adequate for analyzing this vast collection of data. Severaldomainswherelargevolumesofdataarestoredincentralizedor distributeddatabasesincludesapplicationslikeinelectroniccommerce,bio- formatics, computer security, Web intelligence, intelligent learning database systems,?nance,marketing,healthcare,telecommunications,andother?elds. E?cient tools and algorithms for knowledge discovery in large data sets have been devised during the recent years. These methods exploit the ca- bility of computers to search huge amounts of data in a fast and e?ective manner. However,the data to be analyzed is imprecise and a?icted with - certainty. In the case of heterogeneous data sources such as text and video, the data might moreover be ambiguous and partly con?icting. Besides, p- terns and relationships of interest are usually approximate. Thus, in order to make the information mining process more robust it requires tolerance toward imprecision, uncertainty and exceptions.

Fundamentals of Picoscience

Author : Klaus D. Sattler
Publisher : CRC Press
ISBN 13 : 1466505109
Total Pages : 754 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Fundamentals of Picoscience by : Klaus D. Sattler

Download or read book Fundamentals of Picoscience written by Klaus D. Sattler and published by CRC Press. This book was released on 2013-09-26 with total page 754 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ushering in the next technological era, this state-of-the-art book focuses on the instrumentation and experiments emerging at the picometer scale. International scientists and researchers at the forefront of the field address the key challenges in developing new instrumentation and techniques to visualize and measure structures at this sub-nanometer level. The book helps you understand how picoscience is an extension of nanoscience, determine which experimental technique to use in your research, and connect basic studies to the development of next-generation picoelectronic devices.

Parallel Problem Solving from Nature - PPSN VII

Author : Juan J. Merelo
Publisher : Springer
ISBN 13 : 3540457127
Total Pages : 935 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Parallel Problem Solving from Nature - PPSN VII by : Juan J. Merelo

Download or read book Parallel Problem Solving from Nature - PPSN VII written by Juan J. Merelo and published by Springer. This book was released on 2003-06-30 with total page 935 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are proud to introduce the proceedings of the Seventh International C- ference on Parallel Problem Solving from Nature, PPSN VII, held in Granada, Spain, on 7–11 September 2002. PPSN VII was organized back-to-back with the Foundations of Genetic Algorithms (FOGA) conference, which took place in Torremolinos, Malaga, Spain, in the preceding week. ThePPSNseriesofconferencesstartedinDortmund,Germany[1].Fromthat pioneering meeting, the event has been held biennially, in Brussels, Belgium [2], Jerusalem, Israel [3], Berlin, Germany [4], Amsterdam, The Netherlands [5], and Paris, France [6]. During the Paris conference, several bids to host PPSN 2002 were put forward; it was decided that the conference would be held in Granada with Juan J. Merelo Guerv ́ os as General Chairman. The scienti?c content of the PPSN conference focuses on problem-solving paradigms gleaned from natural models, with an obvious emphasis on those that display an innate parallelism, such as evolutionary algorithms and ant-colony optimization algorithms. The majority of the papers, however, concentrate on evolutionary and hybrid algorithms, as is shown in the contents of this book and itspredecessors.Thiseditionoftheconferenceproceedingshasalargesectionon applications,betheytoclassicalproblemsortoreal-worldengineeringproblems, which shows how bioinspired algorithms are extending their use in the realms of business and enterprise.

Parallel Problem Solving from Nature - PPSN VII

Author : Juan Julián Merelo Guervós
Publisher : Springer Science & Business Media
ISBN 13 : 3540441395
Total Pages : 935 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Parallel Problem Solving from Nature - PPSN VII by : Juan Julián Merelo Guervós

Download or read book Parallel Problem Solving from Nature - PPSN VII written by Juan Julián Merelo Guervós and published by Springer Science & Business Media. This book was released on 2002-08-26 with total page 935 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th International Conference on Parallel Problem Solving from Nature,PPSN 2002, held in Granada, Spain in September 2002. The 90 revised full papers presented were carefully reviewed and selected from 181 submissions. The papers are organized in topical sections on evolutionary algorithms theory, representation and codification, variation operators, evolutionary techniques and coevolution, multiobjective optimization, new techniques for evolutionary algorithms, hybrid algorithms, learning classifier systems, implementation of evolutionary algorithms, applications, and cellular automata and ant colony optimization.