Soft Computing

Author:
Editor: Allied Publishers
ISBN: 9788177646320
File Size: 17,37 MB
Format: PDF, ePub, Docs
Read: 6649
Download


Recent Advances On Soft Computing And Data Mining

Author: Tutut Herawan
Editor: Springer
ISBN: 3319512811
File Size: 10,43 MB
Format: PDF, Mobi
Read: 3934
Download

This book provides a comprehensive introduction and practical look at the concepts and techniques readers need to get the most out of their data in real-world, large-scale data mining projects. It also guides readers through the data-analytic thinking necessary for extracting useful knowledge and business value from the data. The book is based on the Soft Computing and Data Mining (SCDM-16) conference, which was held in Bandung, Indonesia on August 18th–20th 2016 to discuss the state of the art in soft computing techniques, and offer participants sufficient knowledge to tackle a wide range of complex systems. The scope of the conference is reflected in the book, which presents a balance of soft computing techniques and data mining approaches. The two constituents are introduced to the reader systematically and brought together using different combinations of applications and practices. It offers engineers, data analysts, practitioners, scientists and managers the insights into the concepts, tools and techniques employed, and as such enables them to better understand the design choice and options of soft computing techniques and data mining approaches that are necessary to thrive in this data-driven ecosystem.

Soft Computing In Data Science

Author: Michael W. Berry
Editor: Springer
ISBN: 9789811027765
File Size: 27,97 MB
Format: PDF, ePub, Mobi
Read: 707
Download

This book constitutes the refereed proceedings of the International Conference on Soft Computing in Data Science, SCDS 2016, held in Putrajaya, Malaysia, in September 2016. The 27 revised full papers presented were carefully reviewed and selected from 66 submissions. The papers are organized in topical sections on artificial neural networks; classification, clustering, visualization; fuzzy logic; information and sentiment analytics.

Artificial Intelligence And Soft Computing Part I

Author: Leszek Rutkowski
Editor: Springer
ISBN: 3642132081
File Size: 11,59 MB
Format: PDF, Docs
Read: 2605
Download

This volume constitutes the proceedings of the 10th International Conference on Artificial Intelligence and Soft Computing, ICAISC'2010, held in Zakopane, Poland in June 13-17, 2010. The articles are organized in topical sections on Fuzzy Systems and Their Applications; Data Mining, Classification and Forecasting; Image and Speech Analysis; Bioinformatics and Medical Applications (Volume 6113) together with Neural Networks and Their Applications; Evolutionary Algorithms and Their Applications; Agent System, Robotics and Control; Various Problems aof Artificial Intelligence (Volume 6114).

Proceedings Of Sixth International Conference On Soft Computing For Problem Solving

Author: Kusum Deep
Editor: Springer
ISBN: 9811033250
File Size: 57,89 MB
Format: PDF, ePub
Read: 1971
Download

This two-volume book gathers the proceedings of the Sixth International Conference on Soft Computing for Problem Solving (SocProS 2016), offering a collection of research papers presented during the conference at Thapar University, Patiala, India. Providing a veritable treasure trove for scientists and researchers working in the field of soft computing, it highlights the latest developments in the broad area of “Computational Intelligence” and explores both theoretical and practical aspects using fuzzy logic, artificial neural networks, evolutionary algorithms, swarm intelligence, soft computing, computational intelligence, etc.

Soft Computing Applications In Industry

Author: Bhanu Prasad
Editor: Springer Science & Business Media
ISBN: 3540774645
File Size: 35,88 MB
Format: PDF, Kindle
Read: 4346
Download

Softcomputing techniques play a vital role in the industry. This book presents several important papers contributed by some of the well-known scientists from all over the globe. The application domains discussed in this book include: agroecology, bioinformatics, branched fluid-transport network layout design, dam scheduling, data analysis and exploration, detection of phishing attacks, distributed terrestrial transportation, fault detection of motors, fault diagnosis of electronic circuits, fault diagnosis of power distribution systems, flood routing, hazard sensing, health care, industrial chemical processes, knowledge management in software development, local multipoint distribution systems, missing data estimation, parameter calibration of rainfall intensity models, parameter identification for systems engineering, petroleum vessel mooring, query answering in P2P systems, real-time strategy games, robot control, satellite heat pipe design, monsoon rainfall forecasting, structural design, tool condition monitoring, vehicle routing, water network design, etc. The softcomputing techniques presented in this book are on (or closely related to): ant-colony optimization, artificial immune systems, artificial neural networks, Bayesian models, case-based reasoning, clustering techniques, differential evolution, fuzzy classification, fuzzy neural networks, genetic algorithms, harmony search, hidden Markov models, locally weighted regression analysis, probabilistic principal component analysis, relevance vector machines, self-organizing maps, other machine learning and statistical techniques, and the combinations of the above techniques.

Soft Computing Theories And Applications

Author: Millie Pant
Editor: Springer Nature
ISBN: 9811507511
File Size: 21,83 MB
Format: PDF
Read: 3960
Download

The book focuses on soft computing and its applications to solve real-world problems in different domains, ranging from medicine and health care, to supply chain management, image processing and cryptanalysis. It includes high-quality papers presented at the International Conference on Soft Computing: Theories and Applications (SoCTA 2018), organized by Dr. B. R. Ambedkar National Institute of Technology, Jalandhar, Punjab, India. Offering significant insights into soft computing for teachers and researchers alike, the book inspires more researchers to work in the field of soft computing.

Software Agents And Soft Computing Towards Enhancing Machine Intelligence

Author: Hyacinth S. Nwana
Editor: Springer Verlag
ISBN:
File Size: 72,71 MB
Format: PDF, ePub, Docs
Read: 9489
Download

This carefully arranged book is mainly based on work done by the Intelligent Systems Research Group at BT Laboratories, essentially in cooperation with internationally leading scientists from outside BT. It opens with a detailed introduction surveying the area and putting the work presented in context. Conceptual issues surrounding intelligent agents and multi-agent systems are investigated and the practical and industrial applicability of this exciting new technology is demonstrated. One section is devoted to the rationale, philosophy, and techniques of the emerging area of soft computing. The final section outlines the broader context in dealing with machine intelligence in general and intelligent software systems in particular.

Soft Computing With Matlab Programming

Author: N. P. Padhy
Editor:
ISBN: 9780199455423
File Size: 75,89 MB
Format: PDF, ePub, Mobi
Read: 8330
Download

Beginning with an overview of intelligent soft computing, the book covers artificial neural networks (ANN), discussing in detail ANN tracking in all the three generations of neural networks and their developments. This is followed by detailed chapters discussing fuzzy logic features and applications. The chapter on genetic algorithms then explains various GA operators such as crossover and mutation with suitable examples and illustrations. Finally, swarm intelligent systems are illustrated in detail, also discussing the engineering applications of particle swarm intelligent systems. MATLAB codes have been used throughout the text to illustrate the applications of the concepts discussed.

Neural Networks And Other Soft Computing Techniques With Applications In The Oil Industry

Author: Fred Aminzadeh
Editor:
ISBN:
File Size: 15,38 MB
Format: PDF, ePub, Mobi
Read: 5014
Download


Genetic Algorithms And Soft Computing

Author: Francisco Herrera
Editor: Physica
ISBN:
File Size: 39,38 MB
Format: PDF, ePub
Read: 1236
Download

Soft Computing is concerned with modes of computing in which precision is treated for tractability, robustness and ease of implementation, and it contains Fuzzy Sets and Genetic Algorithms among its components. Each of them have different advantages to deal with nonlinearity or explicit knowledge expression, but learning capability, as well as global and local search approaches provided by Genetic Algorithms are remarkable. This book will be revealing for all those interested in new developments and practical applications in the interface between Soft Computing and Genetic Algorithms.

Learning And Soft Computing

Author: Vojislav Kecman
Editor: MIT Press
ISBN: 9780262112550
File Size: 80,39 MB
Format: PDF, Kindle
Read: 614
Download

This textbook provides a thorough introduction to the field of learning from experimental data and soft computing. Support vector machines (SVM) and neural networks (NN) are the mathematical structures, or models, that underlie learning, while fuzzy logic systems (FLS) enable us to embed structured human knowledge into workable algorithms. The book assumes that it is not only useful, but necessary, to treat SVM, NN, and FLS as parts of a connected whole. Throughout, the theory and algorithms are illustrated by practical examples, as well as by problem sets and simulated experiments. This approach enables the reader to develop SVM, NN, and FLS in addition to understanding them. The book also presents three case studies: on NN-based control, financial time series analysis, and computer graphics. A solutions manual and all of the MATLAB programs needed for the simulated experiments are available.

Soft Computing For Damage Prediction And Cause Identification In Civil Infrastructure Systems

Author: Zhe Li
Editor:
ISBN:
File Size: 38,91 MB
Format: PDF, Docs
Read: 7449
Download


Artificial Intelligence And Soft Computing

Author: M. H. Hamza
Editor: Acta Press
ISBN:
File Size: 56,88 MB
Format: PDF, ePub
Read: 7461
Download


Soft Computing In Design And Manufacturing Of Advanced Materials

Author:
Editor:
ISBN:
File Size: 15,47 MB
Format: PDF, Mobi
Read: 2623
Download


Soft Computing Applications

Author: Kanad Ray
Editor: Springer
ISBN: 9811080496
File Size: 11,84 MB
Format: PDF, Kindle
Read: 9080
Download

This book provides a reference guide for researchers, scientists and industrialists working in the area of soft computing, and highlights the latest advances in and applications of soft computing techniques in multidisciplinary areas. Gathering papers presented at the International Conference on Soft Computing: Theories and Applications (SoCTA 2016), which was held in Jaipur, Rajasthan, India, on December 28–30, 2016, it focuses on applying soft computing to solve real-life problems arising in various domains, from medical and healthcare to supply chain management, image processing and cryptanalysis. The term soft computing represents an umbrella term for computational techniques like fuzzy logic, neural networks and nature inspired algorithms. In the past few decades, there has been an exponential rise in the application of soft computing techniques to address complex and intricate problems in diverse spheres of life. The versatility of these techniques has made them a favourite among scientists and researchers alike.

Soft Computing Methods In Design Of Superalloys

Author:
Editor:
ISBN:
File Size: 28,73 MB
Format: PDF, Kindle
Read: 1536
Download


Soft Computing

Author: Andrea Tettamanzi
Editor: Springer Science & Business Media
ISBN: 9783540422044
File Size: 18,41 MB
Format: PDF
Read: 3439
Download

Soft computing encompasses various computational methodologies, which, unlike conventional algorithms, are tolerant of imprecision, uncertainty, and partial truth. Soft computing technologies offer adaptability as a characteristic feature and thus permit the tracking of a problem through a changing environment. Besides some recent developments in areas like rough sets and probabilistic networks, fuzzy logic, evolutionary algorithms, and artificial neural networks are core ingredients of soft computing, which are all bio-inspired and can easily be combined synergetically. This book presents a well-balanced integration of fuzzy logic, evolutionary computing, and neural information processing. The three constituents are introduced to the reader systematically and brought together in differentiated combinations step by step. The text was developed from courses given by the authors and offers numerous illustrations as

Soft Computing

Author: Fred Aminzadeh
Editor: Prentice Hall
ISBN:
File Size: 58,94 MB
Format: PDF, ePub, Mobi
Read: 9296
Download

This volume presents a collection of articles on state-of-the-art soft computing and AI applications that cover broad domains and many disciplines. The authors explain the evolution of the mathematics behind the intelligent systems; consider fuzzy logic and neural network applications; and explore several AI applications.

Principles Of Soft Computing With Cd

Author: S.N.Sivanandam & S.N.Deepa
Editor: John Wiley & Sons
ISBN: 9788126510757
File Size: 54,37 MB
Format: PDF
Read: 1721
Download

Market_Desc: · B. Tech (UG) students of CSE, IT, ECE· College Libraries· Research Scholars· Operational Research· Management Sector Special Features: Dr. S. N. Sivanandam has published 12 books· He has delivered around 150 special lectures of different specialization in Summer/Winter school and also in various Engineering colleges· He has guided and co guided 30 PhD research works and at present 9 PhD research scholars are working under him· The total number of technical publications in International/National Journals/Conferences is around 700· He has also received Certificate of Merit 2005-2006 for his paper from The Institution of Engineers (India)· He has chaired 7 International Conferences and 30 National Conferences. He is a member of various professional bodies like IE (India), ISTE, CSI, ACS and SSI. He is a technical advisor for various reputed industries and engineering institutions· His research areas include Modeling and Simulation, Neural Networks, Fuzzy Systems and Genetic Algorithm, Pattern Recognition, Multidimensional system analysis, Linear and Nonlinear control system, Signal and Image processing, Control System, Power system, Numerical methods, Parallel Computing, Data Mining and Database Security About The Book: This book is meant for a wide range of readers who wish to learn the basic concepts of soft computing. It can also be helpful for programmers, researchers and management experts who use soft computing techniques. The basic concepts of soft computing are dealt in detail with the relevant information and knowledge available for understanding the computing process. The various neural network concepts are explained with examples, highlighting the difference between various architectures. Fuzzy logic techniques have been clearly dealt with suitable examples. Genetic algorithm operators and the various classifications have been discussed in lucid manner, so that a beginner can understand the concepts with minimal effort.