Application Of Soft Computing And Intelligent Methods In Geophysics

Author: Alireza Hajian
Editor: Springer
ISBN: 3319665324
File Size: 57,95 MB
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This book provides a practical guide to applying soft-computing methods to interpret geophysical data. It discusses the design of neural networks with Matlab for geophysical data, as well as fuzzy logic and neuro-fuzzy concepts and their applications. In addition, it describes genetic algorithms for the automatic and/or intelligent processing and interpretation of geophysical data.

Soft Computing And Intelligent Data Analysis In Oil Exploration

Author: M. Nikravesh
Editor: Elsevier
ISBN: 9780080541327
File Size: 11,38 MB
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This comprehensive book highlights soft computing and geostatistics applications in hydrocarbon exploration and production, combining practical and theoretical aspects. It spans a wide spectrum of applications in the oil industry, crossing many discipline boundaries such as geophysics, geology, petrophysics and reservoir engineering. It is complemented by several tutorial chapters on fuzzy logic, neural networks and genetic algorithms and geostatistics to introduce these concepts to the uninitiated. The application areas include prediction of reservoir properties (porosity, sand thickness, lithology, fluid), seismic processing, seismic and bio stratigraphy, time lapse seismic and core analysis. There is a good balance between introducing soft computing and geostatistics methodologies that are not routinely used in the petroleum industry and various applications areas. The book can be used by many practitioners such as processing geophysicists, seismic interpreters, geologists, reservoir engineers, petrophysicist, geostatistians, asset mangers and technology application professionals. It will also be of interest to academics to assess the importance of, and contribute to, R&D efforts in relevant areas.

New Publications

Author: United States. Bureau of Mines
Editor:
ISBN:
File Size: 58,44 MB
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Exploration Geophysics

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ISBN:
File Size: 18,83 MB
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Soft Computing

Author: Fred Aminzadeh
Editor: Prentice Hall
ISBN:
File Size: 54,66 MB
Format: PDF, Mobi
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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.

Soft Computing For Reservoir Characterization And Modeling

Author: Patrick Wong
Editor: Physica
ISBN: 3790818070
File Size: 46,90 MB
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In the middle of the 20th century, Genrich Altshuller, a Russian engineer, analysed hundreds of thousands of patents and scientific publications. From this analysis, he developed TRIZ (G. Altshuller, "40 Principles: TRIZ Keys to Technical Innovation. TRIZ Tools," Volume 1, First Edition, Technical Innovation Center, Inc. , Worcester, MA, January 1998; Y. Salamatov, "TRIZ: The Right Solution at the Right Time. A Guide to Innovative Problem Solving. " Insytec B. V. , 1999), the theory of inventive problem solving, together with a series of practical tools for helping engineers solving technical problems. Among these tools and theories, the substance-field theory gives a structured way of representing problems, the patterns of evolution show the lifecycle of technical systems, the contradiction matrix tells you how to resolve technical contradictions, using the forty principles that describe common ways of improving technical systems. For example, if you want to increase the strength of a device, without adding too much extra weight to it, the contradiction matrix tells you that you can use "Principle 1: Segmentation," or "Principle 8: Counterweight," or "Principle 15: Dynamicity," or "Principle 40: Composite Materials. " I really like two particular ones: "Principle 1: Segmentation," and Principle 15: Dynamicity. " "Segmentation" shows how systems evolve from an initial monolithic form into a set of independent parts, then eventually increasing the number of parts until each part becomes small enough that it cannot be identified anymore.

Transactions

Author: Gulf Coast Association of Geological Societies
Editor:
ISBN:
File Size: 60,18 MB
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Soft Computing Theories And Applications

Author: Millie Pant
Editor: Springer Nature
ISBN: 9811540322
File Size: 78,88 MB
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This book focuses on soft computing and how it can be applied to solve real-world problems arising in various domains, ranging from medicine and healthcare, to supply chain management, image processing and cryptanalysis. It gathers high-quality papers presented at the International Conference on Soft Computing: Theories and Applications (SoCTA 2019), organized by the National Institute of Technology Patna, India. Offering valuable insights into soft computing for teachers and researchers alike, the book will inspire further research in this dynamic field.

Bibliographic Index

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International Research Centers Directory

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File Size: 75,12 MB
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"A world guide to government, university, independent nonprofit, and commercial research and development centers, institutes, laboratories, bureaus, test facilities, experiment stations, and data collection and analysis centers, as well as foundations, councils and other organizations which support research," [1992/93-].

Computing With Words In Information Intelligent Systems 2

Author: Lotfi A. Zadeh
Editor: Physica
ISBN:
File Size: 36,15 MB
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The volume is the first one in the world literature which is a comprehensive, up to date account on computing with words, a new direction in broadly perceived intelligent systems, proposed and advocated by Professor Zadeh, the founder of fuzzy sets theory and fuzzy logic. Computing with words may form a basis of a computational theory of perception inspired by a remarkable human ability to perform a wide variety of tasks on the basis of vague and imprecise information expressed in natural language. In Part 2, applications in a wide array of fields are presented which use the paradigm of computing with words, exemplified by reasoning, data analysis, data mining, machine learning, risk analyses, reliability and quality control, decision making, optimization and control, databases, medical diagnosis, business analyses, traffic management, power system planning, military applications, etc.

Activity Report

Author: Tōkei Sūri Kenkyūjo (Japan)
Editor:
ISBN:
File Size: 13,17 MB
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Soft Computing In Machine Learning

Author: Sang-Yong Rhee
Editor: Springer
ISBN: 331905533X
File Size: 67,41 MB
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As users or consumers are now demanding smarter devices, intelligent systems are revolutionizing by utilizing machine learning. Machine learning as part of intelligent systems is already one of the most critical components in everyday tools ranging from search engines and credit card fraud detection to stock market analysis. You can train machines to perform some things, so that they can automatically detect, diagnose, and solve a variety of problems. The intelligent systems have made rapid progress in developing the state of the art in machine learning based on smart and deep perception. Using machine learning, the intelligent systems make widely applications in automated speech recognition, natural language processing, medical diagnosis, bioinformatics, and robot locomotion. This book aims at introducing how to treat a substantial amount of data, to teach machines and to improve decision making models. And this book specializes in the developments of advanced intelligent systems through machine learning. It consists of 11 contributions that features illumination change detection, generator of electronic educational publications, intelligent call triage system, recognition of rocks at uranium deposits, graphics processing units, mathematical model of hit phenomena, selection and mutation in genetic algorithm, hands and arms motion estimation, application of wavelet network, Kanizsa triangle illusion, and support vector machine regression. Also, it describes how to apply the machine learning for the intelligent systems. This edition is published in original, peer reviewed contributions covering from initial design to final prototypes and verifications.

Joint 9th Ifsa World Congress And 20th Nafips International Conference

Author: International Fuzzy Systems Association
Editor:
ISBN:
File Size: 68,43 MB
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The British National Bibliography

Author: Arthur James Wells
Editor:
ISBN:
File Size: 63,43 MB
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Researchers National Laboratories In Japan

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File Size: 23,81 MB
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Petrophysics

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ISBN:
File Size: 74,74 MB
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Fuzzy Partial Differential Equations And Relational Equations

Author: Masoud Nikravesh
Editor: Springer Science & Business Media
ISBN: 9783540203223
File Size: 80,63 MB
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This monograph presents the latest advances of fuzzy logic and soft computing in reservoir characterization and modeling. It proposes for the first time that future develoments require perception-based information processing. The book presents important steps in this direction by introducing fuzzy partial differential equations and relational equations. It provides a unique opportunity for soft computing researchers and oil industry practitioners to understand the significance of the changes in the fields by presenting recent accomplishments and new directions.