Evolutionary Algorithms Swarm Dynamics And Complex Networks

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Evolutionary Algorithms, Swarm Dynamics and Complex Networks

Author : Ivan Zelinka
Publisher : Springer
ISBN 13 : 3662556634
Total Pages : 322 pages
Book Rating : 4.6/5 (625 download)

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Book Synopsis Evolutionary Algorithms, Swarm Dynamics and Complex Networks by : Ivan Zelinka

Download or read book Evolutionary Algorithms, Swarm Dynamics and Complex Networks written by Ivan Zelinka and published by Springer. This book was released on 2017-11-25 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary algorithms constitute a class of well-known algorithms, which are designed based on the Darwinian theory of evolution and Mendelian theory of heritage. They are partly based on random and partly based on deterministic principles. Due to this nature, it is challenging to predict and control its performance in solving complex nonlinear problems. Recently, the study of evolutionary dynamics is focused not only on the traditional investigations but also on the understanding and analyzing new principles, with the intention of controlling and utilizing their properties and performances toward more effective real-world applications. In this book, based on many years of intensive research of the authors, is proposing novel ideas about advancing evolutionary dynamics towards new phenomena including many new topics, even the dynamics of equivalent social networks. In fact, it includes more advanced complex networks and incorporates them with the CMLs (coupled map lattices), which are usually used for spatiotemporal complex systems simulation and analysis, based on the observation that chaos in CML can be controlled, so does evolution dynamics. All the chapter authors are, to the best of our knowledge, originators of the ideas mentioned above and researchers on evolutionary algorithms and chaotic dynamics as well as complex networks, who will provide benefits to the readers regarding modern scientific research on related subjects.

International Conference on Intelligent Computing and Applications

Author : M. Arun Bhaskar
Publisher : Springer
ISBN 13 : 9811321825
Total Pages : 398 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis International Conference on Intelligent Computing and Applications by : M. Arun Bhaskar

Download or read book International Conference on Intelligent Computing and Applications written by M. Arun Bhaskar and published by Springer. This book was released on 2018-09-08 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is a collection of best papers presented at the International Conference on Intelligent Computing and Applications (ICICA 2018), held at Velammal Engineering College, Chennai, India on 2–3 February 2018. Presenting original work in the field of computational intelligence and power and computing technology, it focuses on soft computing applications in power systems; power-system modeling and control; FACTS devices – applications in power systems; power-system stability and switchgear and protection; power quality issues and solutions; smart grids; green and renewable energy technologies; optimization techniques in electrical systems; power electronics controllers for power systems; power converters and modeling; high voltage engineering; diagnosis and sensing systems; and robotics.

AETA 2018 - Recent Advances in Electrical Engineering and Related Sciences: Theory and Application

Author : Ivan Zelinka
Publisher : Springer
ISBN 13 : 3030149072
Total Pages : 998 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis AETA 2018 - Recent Advances in Electrical Engineering and Related Sciences: Theory and Application by : Ivan Zelinka

Download or read book AETA 2018 - Recent Advances in Electrical Engineering and Related Sciences: Theory and Application written by Ivan Zelinka and published by Springer. This book was released on 2019-04-13 with total page 998 pages. Available in PDF, EPUB and Kindle. Book excerpt: These proceedings address a broad range of topic areas, including telecommunication, power systems, digital signal processing, robotics, control systems, renewable energy, power electronics, soft computing and more. Today’s world is based on vitally important technologies that combine e.g. electronics, cybernetics, computer science, telecommunication, and physics. However, since the advent of these technologies, we have been confronted with numerous technological challenges such as finding optimal solutions to various problems regarding controlling technologies, signal processing, power source design, robotics, etc. Readers will find papers on these and other topics, which share fresh ideas and provide state-of-the-art overviews. They will also benefit practitioners, who can easily apply the issues discussed here to solve real-life problems in their own work. Accordingly, the proceedings offer a valuable resource for all scientists and engineers pursuing research and applications in the above-mentioned fields.

Applications of Hybrid Metaheuristic Algorithms for Image Processing

Author : Diego Oliva
Publisher : Springer Nature
ISBN 13 : 3030409775
Total Pages : 488 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Applications of Hybrid Metaheuristic Algorithms for Image Processing by : Diego Oliva

Download or read book Applications of Hybrid Metaheuristic Algorithms for Image Processing written by Diego Oliva and published by Springer Nature. This book was released on 2020-03-27 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a collection of the most recent hybrid methods for image processing. The algorithms included consider evolutionary, swarm, machine learning and deep learning. The respective chapters explore different areas of image processing, from image segmentation to the recognition of objects using complex approaches and medical applications. The book also discusses the theory of the methodologies used to provide an overview of the applications of these tools in image processing. The book is primarily intended for undergraduate and postgraduate students of science, engineering and computational mathematics, and can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence. Further, it is a valuable resource for researchers from the evolutionary computation, artificial intelligence and image processing communities.

Evolution, Development and Complexity

Author : Georgi Yordanov Georgiev
Publisher : Springer
ISBN 13 : 3030000753
Total Pages : 470 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Evolution, Development and Complexity by : Georgi Yordanov Georgiev

Download or read book Evolution, Development and Complexity written by Georgi Yordanov Georgiev and published by Springer. This book was released on 2019-06-25 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the universe and its subsystems from the three lenses of evolutionary (contingent), developmental (predictable), and complex (adaptive) processes at all scales. It draws from prolific experts within the academic disciplines of complexity science, physical science, information and computer science, theoretical and evo-devo biology, cosmology, astrobiology, evolutionary theory, developmental theory, and philosophy. The chapters come from a Satellite Meeting, "Evolution, Development and Complexity" (EDC) hosted at the Conference on Complex Systems, in Cancun, 2017. The contributions have been peer-reviewed and contributors from outside the conference were invited to submit chapters to ensure full coverage of the topics. This book explores many issues within the field of EDC such as the interaction of evolutionary stochasticity and developmental determinism in biological systems and what they might teach us about these twin processes in other complex systems. This text will appeal to students and researchers within the complex systems and EDC fields.

Behavior and Evolutionary Dynamics in Crowd Networks

Author : Yan Chen
Publisher : Springer Nature
ISBN 13 : 9811571600
Total Pages : 148 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Behavior and Evolutionary Dynamics in Crowd Networks by : Yan Chen

Download or read book Behavior and Evolutionary Dynamics in Crowd Networks written by Yan Chen and published by Springer Nature. This book was released on 2020-07-28 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a holistic framework to study behavior and evolutionary dynamics in large-scale, decentralized, and heterogeneous crowd networks. In the emerging crowd cyber-ecosystems, millions of deeply connected individuals, smart devices, government agencies, and enterprises actively interact with each other and influence each other’s decisions. It is crucial to understand such intelligent entities’ behaviors and to study their strategic interactions in order to provide important guidelines on the design of reliable networks capable of predicting and preventing detrimental events with negative impacts on our society and economy. This book reviews the fundamental methodologies to study user interactions and evolutionary dynamics in crowd networks and discusses recent advances in this emerging interdisciplinary research field. Using information diffusion over social networks as an example, it presents a thorough investigation of the impact of user behavior on the network evolution process and demonstrates how this can help improve network performance. Intended for graduate students and researchers from various disciplines, including but not limited to, data science, networking, signal processing, complex systems, and economics, the book encourages researchers in related research fields to explore the many untouched areas in this domain, and ultimately to design crowd networks with efficient, effective, and reliable services.

Swarm Intelligence

Author : Andrew Schumann
Publisher : CRC Press
ISBN 13 : 0429647603
Total Pages : 206 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis Swarm Intelligence by : Andrew Schumann

Download or read book Swarm Intelligence written by Andrew Schumann and published by CRC Press. This book was released on 2020-11-03 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: The notion of swarm intelligence was introduced for describing decentralized and self-organized behaviors of groups of animals. Then this idea was extrapolated to design groups of robots which interact locally to cumulate a collective reaction. Some natural examples of swarms are as follows: ant colonies, bee colonies, fish schooling, bird flocking, horse herding, bacterial colonies, multinucleated giant amoebae Physarum polycephalum, etc. In all these examples, individual agents behave locally with an emergence of their common effect. An intelligent behavior of swarm individuals is explained by the following biological reactions to attractants and repellents. Attractants are biologically active things, such as food pieces or sex pheromones, which attract individuals of swarm. Repellents are biologically active things, such as predators, which repel individuals of swarm. As a consequence, attractants and repellents stimulate the directed movement of swarms towards and away from the stimulus, respectively. It is worth noting that a group of people, such as pedestrians, follow some swarm patterns of flocking or schooling. For instance, humans prefer to avoid a person considered by them as a possible predator and if a substantial part of the group in the situation of escape panic (not less than 5%) changes the direction, then the rest follows the new direction, too. Some swarm patterns are observed among human beings under the conditions of their addictive behavior such as the behavior of alcoholics or gamers. The methodological framework of studying swarm intelligence is represented by unconventional computing, robotics, and cognitive science. In this book we aim to analyze new methodologies involved in studying swarm intelligence. We are going to bring together computer scientists and cognitive scientists dealing with swarm patterns from social bacteria to human beings. This book considers different models of simulating, controlling, and predicting the swarm behavior of different species from social bacteria to humans.

Consensus and Synchronization in Complex Networks

Author : Ljupco Kocarev
Publisher : Springer
ISBN 13 : 3642333591
Total Pages : 282 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Consensus and Synchronization in Complex Networks by : Ljupco Kocarev

Download or read book Consensus and Synchronization in Complex Networks written by Ljupco Kocarev and published by Springer. This book was released on 2013-01-18 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book for the first time two scientific fields - consensus formation and synchronization of communications - are presented together and examined through their interrelational aspects, of rapidly growing importance. Both fields have indeed attracted enormous research interest especially in relation to complex networks. In networks of dynamic systems (or agents), consensus means to reach an agreement regarding a certain quantity of interest that depends on the state of all dynamical systems (agents). Consensus problems have a long history in control theory and computer sciences, and form the foundation of the field of distributed computing. Synchronization, which defines correlated-in-time behavior between different processes and roots going back to Huygens to the least, is now a highly popular, exciting and rapidly developing topic, with applications ranging from biological networks to mathematical epidemiology, and from processing information in the brain to engineering of communications devices. The book reviews recent finding in both fields and describes novel approaches to consensus formation, where consensus is realized as an instance of the nonlinear dynamics paradigm of chaos synchronization. The chapters are written by world-known experts in both fields and cover topics ranging from fundaments to various applications of consensus and synchronization.

Advances in Soft Computing

Author : Obdulia Pichardo-Lagunas
Publisher : Springer
ISBN 13 : 3319624288
Total Pages : 565 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Advances in Soft Computing by : Obdulia Pichardo-Lagunas

Download or read book Advances in Soft Computing written by Obdulia Pichardo-Lagunas and published by Springer. This book was released on 2017-08-01 with total page 565 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNAI 10061 and 10062 constitutes the proceedings of the 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, held in Cancún, Mexico, in October 2016. The total of 86 papers presented in these two volumes was carefully reviewed and selected from 238 submissions. The contributions were organized in the following topical sections: Part I: natural language processing; social networks and opinion mining; fuzzy logic; time series analysis and forecasting; planning and scheduling; image processing and computer vision; robotics. Part II: general; reasoning and multi-agent systems; neural networks and deep learning; evolutionary algorithms; machine learning; classification and clustering; optimization; data mining; graph-based algorithms; and intelligent learning environments.

Advanced Methods for Complex Network Analysis

Author : Meghanathan, Natarajan
Publisher : IGI Global
ISBN 13 : 1466699655
Total Pages : 484 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Advanced Methods for Complex Network Analysis by : Meghanathan, Natarajan

Download or read book Advanced Methods for Complex Network Analysis written by Meghanathan, Natarajan and published by IGI Global. This book was released on 2016-04-07 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: As network science and technology continues to gain popularity, it becomes imperative to develop procedures to examine emergent network domains, as well as classical networks, to help ensure their overall optimization. Advanced Methods for Complex Network Analysis features the latest research on the algorithms and analysis measures being employed in the field of network science. Highlighting the application of graph models, advanced computation, and analytical procedures, this publication is a pivotal resource for students, faculty, industry practitioners, and business professionals interested in theoretical concepts and current developments in network domains.

Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing

Author : Aleš Zamuda
Publisher : Springer Nature
ISBN 13 : 3030378381
Total Pages : 224 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing by : Aleš Zamuda

Download or read book Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing written by Aleš Zamuda and published by Springer Nature. This book was released on 2020-01-02 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Swarm, Evolutionary, and Memetic Computing, SEMCCO 2019, and 5th International Conference on Fuzzy and Neural Computing, FANCCO 2019, held in Maribor, Slovenia, in July 2019. The 18 full papers presented in this volume were carefully reviewed and selected from a total of 31 submissions for inclusion in the proceedings. The papers cover a wide range of topics in swarm, evolutionary, memetic and other intelligent computing algorithms and their real world applications in problems selected from diverse domains of science and engineering.

Proceedings of the Second International Afro-European Conference for Industrial Advancement AECIA 2015

Author : Ajith Abraham
Publisher : Springer
ISBN 13 : 3319295047
Total Pages : 678 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Proceedings of the Second International Afro-European Conference for Industrial Advancement AECIA 2015 by : Ajith Abraham

Download or read book Proceedings of the Second International Afro-European Conference for Industrial Advancement AECIA 2015 written by Ajith Abraham and published by Springer. This book was released on 2016-01-29 with total page 678 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains papers presented at the 2nd International Afro-European Conference for Industrial Advancement -- AECIA 2015. The conference aimed at bringing together the foremost experts and excellent young researchers from Africa, Europe and the rest of the world to disseminate the latest results from various fields of engineering, information, and communication technologies. The topics, discussed at the conference, covered a broad range of domains spanning from ICT and engineering to prediction, modeling, and analysis of complex systems. The 2015 edition of AECIA featured a distinguished special track on prediction, modeling and analysis of complex systems -- Nostradamus, and special sessions on Advances in Image Processing and Colorization and Data Processing, Protocols, and Applications in Wireless Sensor Networks.

Consciousness and Creativity in Artificial Intelligence

Author : Jon-Arild Johannessen
Publisher : Emerald Group Publishing
ISBN 13 : 1804551635
Total Pages : 146 pages
Book Rating : 4.8/5 (45 download)

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Book Synopsis Consciousness and Creativity in Artificial Intelligence by : Jon-Arild Johannessen

Download or read book Consciousness and Creativity in Artificial Intelligence written by Jon-Arild Johannessen and published by Emerald Group Publishing. This book was released on 2023-01-27 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: With Industry 4.0 accelerating AI, synthetic knowledge and creativity, Consciousness and Creativity in Artificial Intelligence posits a central question: “Under what conditions can intelligent robots develop creativity?”.

Artificial Intelligence and Soft Computing

Author : Leszek Rutkowski
Publisher : Springer
ISBN 13 : 3030209156
Total Pages : 728 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Artificial Intelligence and Soft Computing by : Leszek Rutkowski

Download or read book Artificial Intelligence and Soft Computing written by Leszek Rutkowski and published by Springer. This book was released on 2019-05-27 with total page 728 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 11508 and 11509 constitutes the refereed proceedings of of the 18th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2019, held in Zakopane, Poland, in June 2019. The 122 revised full papers presented were carefully reviewed and selected from 333 submissions. The papers included in the first volume are organized in the following five parts: neural networks and their applications; fuzzy systems and their applications; evolutionary algorithms and their applications; pattern classification; artificial intelligence in modeling and simulation. The papers included in the second volume are organized in the following five parts: computer vision, image and speech analysis; bioinformatics, biometrics, and medical applications; data mining; various problems of artificial intelligence; agent systems, robotics and control.

Hybrid Artificial Intelligent Systems

Author : Francisco Javier Martínez de Pisón
Publisher : Springer
ISBN 13 : 3319596500
Total Pages : 734 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Hybrid Artificial Intelligent Systems by : Francisco Javier Martínez de Pisón

Download or read book Hybrid Artificial Intelligent Systems written by Francisco Javier Martínez de Pisón and published by Springer. This book was released on 2017-06-12 with total page 734 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the 12th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2017, held in La Rioja, Spain, in June 2017. The 60 full papers published in this volume were carefully reviewed and selected from 130 submissions. They are organized in the following topical sections: data mining, knowledge discovery and big data; bioinspired models and evolutionary computing; learning algorithms; visual analysis and advanced data processing techniques; data mining applications; and hybrid intelligent applications.

From Parallel to Emergent Computing

Author : Andrew Adamatzky
Publisher : CRC Press
ISBN 13 : 1351681923
Total Pages : 629 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis From Parallel to Emergent Computing by : Andrew Adamatzky

Download or read book From Parallel to Emergent Computing written by Andrew Adamatzky and published by CRC Press. This book was released on 2019-03-13 with total page 629 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern computing relies on future and emergent technologies which have been conceived via interaction between computer science, engineering, chemistry, physics and biology. This highly interdisciplinary book presents advances in the fields of parallel, distributed and emergent information processing and computation. The book represents major breakthroughs in parallel quantum protocols, elastic cloud servers, structural properties of interconnection networks, internet of things, morphogenetic collective systems, swarm intelligence and cellular automata, unconventionality in parallel computation, algorithmic information dynamics, localized DNA computation, graph-based cryptography, slime mold inspired nano-electronics and cytoskeleton computers. Features Truly interdisciplinary, spanning computer science, electronics, mathematics and biology Covers widely popular topics of future and emergent computing technologies, cloud computing, parallel computing, DNA computation, security and network analysis, cryptography, and theoretical computer science Provides unique chapters written by top experts in theoretical and applied computer science, information processing and engineering From Parallel to Emergent Computing provides a visionary statement on how computing will advance in the next 25 years and what new fields of science will be involved in computing engineering. This book is a valuable resource for computer scientists working today, and in years to come.

The Fourth Industrial Revolution and the Labour Market

Author : Jon-Arild Johannessen
Publisher : Taylor & Francis
ISBN 13 : 1000958310
Total Pages : 126 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis The Fourth Industrial Revolution and the Labour Market by : Jon-Arild Johannessen

Download or read book The Fourth Industrial Revolution and the Labour Market written by Jon-Arild Johannessen and published by Taylor & Francis. This book was released on 2023-09-15 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: The innovation economy is the driver for the development of the Fourth Industrial Revolution and consequently, there is a growing focus on innovation in general and technological innovation in particular. In this context, there is much to suggest that it is the triple impact of artificial intelligence, big data and 5G- and 6G networks that will go beyond the limits of existing competence. This book is about the new competence that is emerging in the wake of artificial intelligence and intelligent robots. It explains how these two technologies are completely fundamental to what is known as the Fourth Industrial Revolution. The author argues that artificial intelligence will promote automation, which will reduce wages rather than increase unemployment statistics. The book posits that when the utility value of technology and the rate of dissemination of technology is high, people who have the necessary competence will both future-proof their jobs in the labour market and also be among the highest-paid workers in the new economy that is emerging from the innovation economy. Further, by making education more compatible with new technology will enable graduates to access more secure and better paid jobs, and all behavioural fields related to new technology will flourish because they can be used in many contexts to steer people’s behaviour in certain directions through the integration of big data and artificial intelligence. The book employs the following scholarly methods: conceptual generalization, scenario-based thinking and historical economic methodology, thus it will be of particular benefit to academic scholars, researchers and graduate students who are concerned with the impact of the fourth industrial revolution on the labour market.