Handbook of Grammatical Evolution

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Publisher : Springer
ISBN 13 : 3319787179
Total Pages : 497 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Handbook of Grammatical Evolution by : Conor Ryan

Download or read book Handbook of Grammatical Evolution written by Conor Ryan and published by Springer. This book was released on 2018-09-11 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook offers a comprehensive treatise on Grammatical Evolution (GE), a grammar-based Evolutionary Algorithm that employs a function to map binary strings into higher-level structures such as programs. GE's simplicity and modular nature make it a very flexible tool. Since its introduction almost twenty years ago, researchers have applied it to a vast range of problem domains, including financial modelling, parallel programming and genetics. Similarly, much work has been conducted to exploit and understand the nature of its mapping scheme, triggering additional research on everything from different grammars to alternative mappers to initialization. The book first introduces GE to the novice, providing a thorough description of GE along with historical key advances. Two sections follow, each composed of chapters from international leading researchers in the field. The first section concentrates on analysis of GE and its operation, giving valuable insight into set up and deployment. The second section consists of seven chapters describing radically different applications of GE. The contributions in this volume are beneficial to both novices and experts alike, as they detail the results and researcher experiences of applying GE to large scale and difficult problems. Topics include: • Grammar design • Bias in GE • Mapping in GE • Theory of disruption in GE · Structured GE · Geometric semantic GE · GE and semantics · Multi- and Many-core heterogeneous parallel GE · Comparing methods to creating constants in GE · Financial modelling with GE · Synthesis of parallel programs on multi-cores · Design, architecture and engineering with GE · Computational creativity and GE · GE in the prediction of glucose for diabetes · GE approaches to bioinformatics and system genomics · GE with coevolutionary algorithms in cybersecurity · Evolving behaviour trees with GE for platform games · Business analytics and GE for the prediction of patient recruitment in multicentre clinical trials

Clustering, Classification, and Time Series Prediction by Using Artificial Neural Networks

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Publisher : Springer Nature
ISBN 13 : 3031711017
Total Pages : 82 pages
Book Rating : 4.0/5 (317 download)

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Book Synopsis Clustering, Classification, and Time Series Prediction by Using Artificial Neural Networks by : Patricia Melin

Download or read book Clustering, Classification, and Time Series Prediction by Using Artificial Neural Networks written by Patricia Melin and published by Springer Nature. This book was released on with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Natural Computing Algorithms

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Publisher : Springer
ISBN 13 : 3662436310
Total Pages : 554 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Natural Computing Algorithms by : Anthony Brabazon

Download or read book Natural Computing Algorithms written by Anthony Brabazon and published by Springer. This book was released on 2015-10-08 with total page 554 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of natural computing has been the focus of a substantial research effort in recent decades. One particular strand of this research concerns the development of computational algorithms using metaphorical inspiration from systems and phenomena that occur in the natural world. These naturally inspired computing algorithms have proven to be successful problem-solvers across domains as diverse as management science, bioinformatics, finance, marketing, engineering, architecture and design. This book is a comprehensive introduction to natural computing algorithms, suitable for academic and industrial researchers and for undergraduate and graduate courses on natural computing in computer science, engineering and management science.

Health Information Systems: Concepts, Methodologies, Tools, and Applications

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Publisher : IGI Global
ISBN 13 : 160566989X
Total Pages : 2311 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Health Information Systems: Concepts, Methodologies, Tools, and Applications by : Rodrigues, Joel J.P.C.

Download or read book Health Information Systems: Concepts, Methodologies, Tools, and Applications written by Rodrigues, Joel J.P.C. and published by IGI Global. This book was released on 2009-12-31 with total page 2311 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This reference set provides a complete understanding of the development of applications and concepts in clinical, patient, and hospital information systems"--Provided by publisher.

Multi-Agent Systems for Healthcare Simulation and Modeling: Applications for System Improvement

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Publisher : IGI Global
ISBN 13 : 1605667730
Total Pages : 303 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Multi-Agent Systems for Healthcare Simulation and Modeling: Applications for System Improvement by : Paranjape, Raman

Download or read book Multi-Agent Systems for Healthcare Simulation and Modeling: Applications for System Improvement written by Paranjape, Raman and published by IGI Global. This book was released on 2009-08-31 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides theoretical frameworks and the latest empirical research findings used by medical professionals in the implementation of multi-agent systems"--Provided by publisher.

Proceedings of Fifth International Conference on Soft Computing for Problem Solving

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Publisher : Springer
ISBN 13 : 981100448X
Total Pages : 1030 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Proceedings of Fifth International Conference on Soft Computing for Problem Solving by : Millie Pant

Download or read book Proceedings of Fifth International Conference on Soft Computing for Problem Solving written by Millie Pant and published by Springer. This book was released on 2016-03-19 with total page 1030 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings of SocProS 2015 will serve as an academic bonanza for scientists and researchers working in the field of Soft Computing. This book contains theoretical as well as practical aspects using fuzzy logic, neural networks, evolutionary algorithms, swarm intelligence algorithms, etc., with many applications under the umbrella of ‘Soft Computing’. The book will be beneficial for young as well as experienced researchers dealing across complex and intricate real world problems for which finding a solution by traditional methods is a difficult task. The different application areas covered in the proceedings are: Image Processing, Cryptanalysis, Industrial Optimization, Supply Chain Management, Newly Proposed Nature Inspired Algorithms, Signal Processing, Problems related to Medical and Health Care, Networking Optimization Problems, etc.

Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015)

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Publisher : Springer
ISBN 13 : 3319272128
Total Pages : 365 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015) by : V. Ravi

Download or read book Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015) written by V. Ravi and published by Springer. This book was released on 2015-11-24 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings bring together contributions from researchers from academia and industry to report the latest cutting edge research made in the areas of Fuzzy Computing, Neuro Computing and hybrid Neuro-Fuzzy Computing in the paradigm of Soft Computing. The FANCCO 2015 conference explored new application areas, design novel hybrid algorithms for solving different real world application problems. After a rigorous review of the 68 submissions from all over the world, the referees panel selected 27 papers to be presented at the Conference. The accepted papers have a good, balanced mix of theory and applications. The techniques ranged from fuzzy neural networks, decision trees, spiking neural networks, self organizing feature map, support vector regression, adaptive neuro fuzzy inference system, extreme learning machine, fuzzy multi criteria decision making, machine learning, web usage mining, Takagi-Sugeno Inference system, extended Kalman filter, Goedel type logic, fuzzy formal concept analysis, biclustering etc. The applications ranged from social network analysis, twitter sentiment analysis, cross domain sentiment analysis, information security, education sector, e-learning, information management, climate studies, rainfall prediction, brain studies, bioinformatics, structural engineering, sewage water quality, movement of aerial vehicles, etc.

Recommender Systems Handbook

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Publisher : Springer Science & Business Media
ISBN 13 : 0387858202
Total Pages : 848 pages
Book Rating : 4.3/5 (878 download)

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Book Synopsis Recommender Systems Handbook by : Francesco Ricci

Download or read book Recommender Systems Handbook written by Francesco Ricci and published by Springer Science & Business Media. This book was released on 2010-10-21 with total page 848 pages. Available in PDF, EPUB and Kindle. Book excerpt: The explosive growth of e-commerce and online environments has made the issue of information search and selection increasingly serious; users are overloaded by options to consider and they may not have the time or knowledge to personally evaluate these options. Recommender systems have proven to be a valuable way for online users to cope with the information overload and have become one of the most powerful and popular tools in electronic commerce. Correspondingly, various techniques for recommendation generation have been proposed. During the last decade, many of them have also been successfully deployed in commercial environments. Recommender Systems Handbook, an edited volume, is a multi-disciplinary effort that involves world-wide experts from diverse fields, such as artificial intelligence, human computer interaction, information technology, data mining, statistics, adaptive user interfaces, decision support systems, marketing, and consumer behavior. Theoreticians and practitioners from these fields continually seek techniques for more efficient, cost-effective and accurate recommender systems. This handbook aims to impose a degree of order on this diversity, by presenting a coherent and unified repository of recommender systems’ major concepts, theories, methodologies, trends, challenges and applications. Extensive artificial applications, a variety of real-world applications, and detailed case studies are included. Recommender Systems Handbook illustrates how this technology can support the user in decision-making, planning and purchasing processes. It works for well known corporations such as Amazon, Google, Microsoft and AT&T. This handbook is suitable for researchers and advanced-level students in computer science as a reference.

Agent and Multi-Agent Systems: Technologies and Applications

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Publisher : Springer
ISBN 13 : 3540785825
Total Pages : 928 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Agent and Multi-Agent Systems: Technologies and Applications by : Geun Sik Jo

Download or read book Agent and Multi-Agent Systems: Technologies and Applications written by Geun Sik Jo and published by Springer. This book was released on 2008-04-03 with total page 928 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following from the very successful First KES Symposium on Agent and Multi-Agent Systems – Technologies and Applications (KES-AMSTA 2007), held in Wroclaw, Poland, 31 May–1 June 2007, the second event in the KES-AMSTA symposium series (KES-AMSTA 2008) was held in Incheon, Korea, March 26–28, 2008. The symposium was organized by the School of Computer and Information Engineering, Inha University, KES International and the KES Focus Group on Agent and Mul- agent Systems. The KES-AMSTA Symposium Series is a sub-series of the KES Conference Series. The aim of the symposium was to provide an international forum for scientific research into the technologies and applications of agent and multi-agent systems. Agent and multi-agent systems are related to the modern software which has long been recognized as a promising technology for constructing autonomous, complex and intelligent systems. A key development in the field of agent and multi-agent systems has been the specification of agent communication languages and formalization of ontologies. Agent communication languages are intended to provide standard declarative mechanisms for agents to communicate knowledge and make requests of each other, whereas ontologies are intended for conceptualization of the knowledge domain. The symposium attracted a very large number of scientists and practitioners who submitted their papers for nine main tracks concerning the methodology and applications of agent and multi-agent systems, a doctoral track and two special sessions.

Artificial Psychology

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Publisher : Springer
ISBN 13 : 3030170810
Total Pages : 178 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Artificial Psychology by : James A. Crowder

Download or read book Artificial Psychology written by James A. Crowder and published by Springer. This book was released on 2019-05-21 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the subject of artificial psychology and how the field must adapt human neuro-psychological testing techniques to provide adequate cognitive testing of advanced artificial intelligence systems. It shows how classical testing methods will reveal nothing about the cognitive nature of the systems and whether they are learning, reasoning, and evolving correctly; for these systems, the authors outline how testing techniques similar to/adapted from human psychological testing must be adopted, particularly in understanding how the system reacts to failure or relearning something it has learned incorrectly or inferred incorrectly. The authors provide insights into future architectures/capabilities that artificial cognitive systems will possess and how we can evaluate how well they are functioning. It discusses at length the notion of human/AI communication and collaboration and explores such topics as knowledge development, knowledge modeling and ambiguity management, artificial cognition and self-evolution of learning, artificial brain components and cognitive architecture, and artificial psychological modeling. Explores the concepts of Artificial Psychology and Artificial Neuroscience as applied to advanced artificially cognitive systems; Provides insight into the world of cognitive architectures and biologically-based computing designs which will mimic human brain functionality in artificial intelligent systems of the future; Provides description and design of artificial psychological modeling to provide insight into how advanced artificial intelligent systems are learning and evolving; Explores artificial reasoning and inference architectures and the types of modeling and testing that will be required to "trust" an autonomous artificial intelligent systems.

Engineering Applications of Neural Networks

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Publisher : Springer
ISBN 13 : 3319441884
Total Pages : 365 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Engineering Applications of Neural Networks by : Chrisina Jayne

Download or read book Engineering Applications of Neural Networks written by Chrisina Jayne and published by Springer. This book was released on 2016-08-18 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 17th International Conference on Engineering Applications of Neural Networks, EANN 2016, held in Aberdeen, UK, in September 2016. The 22 revised full papers and three short papers presented together with two tutorials were carefully reviewed and selected from 41 submissions. The papers are organized in topical sections on active learning and dynamic environments; semi-supervised modeling; classification applications; clustering applications; cyber-physical systems and cloud applications; time-series prediction; learning-algorithms.

Computer Analysis of Images and Patterns

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Publisher : Springer Science & Business Media
ISBN 13 : 3642037666
Total Pages : 1272 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Computer Analysis of Images and Patterns by : Xiaoyi Jiang

Download or read book Computer Analysis of Images and Patterns written by Xiaoyi Jiang and published by Springer Science & Business Media. This book was released on 2009-08-28 with total page 1272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the bienially held International Conference on Computer Analysis of Images and Patterns, CAIP 2009, which took place in Münster, Germany, September 2-4, 2009. The 148 papers presented together with 2 invited talks were carefully reviewed and selected from 405 submissions. The papers are organized in topical section on: biometrics, calibration, document analysis, features, graph representations, image processing, image registration, image and video retrieval, medical imaging, object and scene recognition, pattern recognition, shape recovery, segmentation, stereo and video analysis, texture analysis, and applications.

Tools, Methodologies and Techniques Applied to Sustainable Supply Chains

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Publisher : MDPI
ISBN 13 : 3039283189
Total Pages : 296 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Tools, Methodologies and Techniques Applied to Sustainable Supply Chains by : Jorge Luis García-Alcaraz

Download or read book Tools, Methodologies and Techniques Applied to Sustainable Supply Chains written by Jorge Luis García-Alcaraz and published by MDPI. This book was released on 2020-02-21 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Supply chains are currently globalized and companies operate internationally owing to the fact that raw materials, production processes, and the consumption of the final products are carried out in different countries. This implies high material and information flow, which incurs high costs associated with the supply chain and logistics, sometimes up to 60% of the total cost of the product. Therefore, companies seek to optimize their resources to reduce these costs and improve sustainability in a globalized market. This book, entitled Tools, Methodologies and Techniques Applied to Sustainable Supply Chains, contains 15 chapters that report case studies applied to industrial and service sectors. The authors come from areas such as Mexico, Colombia, Italy, Sweden, Slovakia, China, and Australia. They indicate how managers make use of tools and techniques to solve problems associated with supply chains to reduce their cost and remain competitive. A great effort has been made to analyze this problem, and the methodologies are clearly described here to facilitate the reproducibility of each technique and tool. This was done in the hope that hoping that they may one day be applied in more companies.

Proceedings of the Second International Conference on Computing, Communication, Security and Intelligent Systems

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Publisher : Springer Nature
ISBN 13 : 9819983983
Total Pages : 414 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Proceedings of the Second International Conference on Computing, Communication, Security and Intelligent Systems by : Shahid Mumtaz

Download or read book Proceedings of the Second International Conference on Computing, Communication, Security and Intelligent Systems written by Shahid Mumtaz and published by Springer Nature. This book was released on with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Optimization Methods in Logistics‏‏‏

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Publisher : ORLAB Analytics
ISBN 13 :
Total Pages : 89 pages
Book Rating : 4./5 ( download)

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Book Synopsis Optimization Methods in Logistics‏‏‏ by : Kaveh Sheibani

Download or read book Optimization Methods in Logistics‏‏‏ written by Kaveh Sheibani and published by ORLAB Analytics. This book was released on 2014-06-30 with total page 89 pages. Available in PDF, EPUB and Kindle. Book excerpt: Operations Research and Logistics are strongly connected: most of the theoretical developments of the former have been motivated by applications in the latter. The spirit of this special issue on Optimization Methods in Logistics moves along the same line, with methodological approaches presented to respond to the needs of practitioners. Applications emerging in different branches of the wide field of logistics have been addressed by authors from Belgium, Brazil, Singapore, Spain, Switzerland, Thailand and the USA.

Ambient Communications and Computer Systems

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Publisher : Springer
ISBN 13 : 9811073864
Total Pages : 755 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Ambient Communications and Computer Systems by : Gregorio Martinez Perez

Download or read book Ambient Communications and Computer Systems written by Gregorio Martinez Perez and published by Springer. This book was released on 2018-03-20 with total page 755 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes high-quality, peer-reviewed papers from the International Conference on Recent Advancement in Computer, Communication and Computational Sciences (RACCCS-2017), held at Aryabhatta College of Engineering & Research Center, Ajmer, India on September 2–3, 2017, presenting the latest developments and technical solutions in computational sciences. Data science, data- and knowledge engineering require networking and communication as a backbone and have a wide scope of implementation in engineering sciences. Keeping this ideology in mind, the book offers insights that reflect the advances in these fields from upcoming researchers and leading academicians across the globe. Covering a variety of topics, such as intelligent hardware and software design, advanced communications, intelligent computing technologies, advanced software engineering, the web and informatics, and intelligent image processing, it helps those in the computer industry and academia use the advances of next-generation communication and computational technology to shape real-world applications.

Constraint-Handling in Evolutionary Optimization

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Publisher : Springer
ISBN 13 : 3642006191
Total Pages : 273 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Constraint-Handling in Evolutionary Optimization by : Efrén Mezura-Montes

Download or read book Constraint-Handling in Evolutionary Optimization written by Efrén Mezura-Montes and published by Springer. This book was released on 2009-05-03 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the result of a special session on constraint-handling techniques used in evolutionary algorithms within the Congress on Evolutionary Computation (CEC) in 2007. It presents recent research in constraint-handling in evolutionary optimization.