Computational Intelligence Volume Ii

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Computational Intelligence Volume Ii

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Author : Hisao Ishibuchi
language : en
Publisher: EOLSS Publications
Release Date : 2015-12-30

Computational Intelligence Volume Ii written by Hisao Ishibuchi and has been published by EOLSS Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-12-30 with categories.

Computational intelligence is a component of Encyclopedia of Technology, Information, and Systems Management Resources in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. Computational intelligence is a rapidly growing research field including a wide variety of problem-solving techniques inspired by nature. Traditionally computational intelligence consists of three major research areas: Neural Networks, Fuzzy Systems, and Evolutionary Computation. Neural networks are mathematical models inspired by brains. Neural networks have massively parallel network structures with many neurons and weighted connections. Whereas each neuron has a simple input-output relation, a neural network with many neurons can realize a highly non-linear complicated mapping. Connection weights between neurons can be adjusted in an automated manner by a learning algorithm to realize a non-linear mapping required in a particular application task. Fuzzy systems are mathematical models proposed to handle inherent fuzziness in natural language. For example, it is very difficult to mathematically define the meaning of “cold” in everyday conversations such as “It is cold today” and “Can I have cold water”. The meaning of “cold” may be different in a different situation. Even in the same situation, a different person may have a different meaning. Fuzzy systems offer a mathematical mechanism to handle inherent fuzziness in natural language. As a result, fuzzy systems have been successfully applied to real-world problems by extracting linguistic knowledge from human experts in the form of fuzzy IF-THEN rules. Evolutionary computation includes various population-based search algorithms inspired by evolution in nature. Those algorithms usually have the following three mechanisms: fitness evaluation to measure the quality of each solution, selection to choose good solutions from the current population, and variation operators to generate offspring from parents. Evolutionary computation has high applicability to a wide range of optimization problems with different characteristics since it does not need any explicit mathematical formulations of objective functions. For example, simulation-based fitness evaluation is often used in evolutionary design. Subjective fitness evaluation by a human user is also often used in evolutionary art and music. These volumes are aimed at the following five major target audiences: University and College students Educators, Professional practitioners, Research personnel and Policy analysts, managers, and decision makers.

Foundations Of Computational Intelligence Volume 2

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Author : Aboul-Ella Hassanien
language : en
Publisher: Springer
Release Date : 2009-06-15

Foundations Of Computational Intelligence Volume 2 written by Aboul-Ella Hassanien and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-06-15 with Mathematics categories.

Foundations of Computational Intelligence Volume 2: Approximation Reasoning: Theoretical Foundations and Applications Human reasoning usually is very approximate and involves various types of - certainties. Approximate reasoning is the computational modelling of any part of the process used by humans to reason about natural phenomena or to solve real world problems. The scope of this book includes fuzzy sets, Dempster-Shafer theory, multi-valued logic, probability, random sets, and rough set, near set and hybrid intelligent systems. Besides research articles and expository papers on t- ory and algorithms of approximation reasoning, papers on numerical experiments and real world applications were also encouraged. This Volume comprises of 12 chapters including an overview chapter providing an up-to-date and state-of-the research on the applications of Computational Intelligence techniques for - proximation reasoning. The Volume is divided into 2 parts: Part-I: Approximate Reasoning – Theoretical Foundations Part-II: Approximate Reasoning – Success Stories and Real World Applications Part I on Approximate Reasoning – Theoretical Foundations contains four ch- ters that describe several approaches of fuzzy and Para consistent annotated logic approximation reasoning. In Chapter 1, “Fuzzy Sets, Near Sets, and Rough Sets for Your Computational Intelligence Toolbox” by Peters considers how a user might utilize fuzzy sets, near sets, and rough sets, taken separately or taken together in hybridizations as part of a computational intelligence toolbox. In multi-criteria decision making, it is necessary to aggregate (combine) utility values corresponding to several criteria (parameters).

Artificial Intelligence Iii

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Author : Tim O'Shea
language : en
Publisher: North Holland
Release Date : 1988

Artificial Intelligence Iii written by Tim O'Shea and has been published by North Holland this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Computers categories.

Mainstream AI research directions are reflected in the majority of the papers presented in this volume. Automatic reasoning and knowledge representation problems, inferencing, action planning and coordination, temporal reasoning, truth maintenance systems and machine learning are all represented. Other papers are concerned with logic and object-oriented programming, conceptual and implementation problems of AI programming, natural language processing, architectures and systems. The applications of AI are also considered, in the fields of software engineering, industry and the humanities, e.g. education, law.

An Overview Of Artificial Intelligence And Robotics Artificial Intelligence Pt A The Core Ingredients Pt B Fundamental Application Areas Pt C Basic Ai Topics

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Author : William B. Gevarter
language : en
Publisher:
Release Date : 1983

An Overview Of Artificial Intelligence And Robotics Artificial Intelligence Pt A The Core Ingredients Pt B Fundamental Application Areas Pt C Basic Ai Topics written by William B. Gevarter and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with Artificial intelligence categories.

Computational Intelligence In Economics And Finance

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Author : Paul P. Wang
language : en
Publisher: Springer
Release Date : 2010-10-15

Computational Intelligence In Economics And Finance written by Paul P. Wang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-10-15 with Computers categories.

Readers will find, in this highly relevant and groundbreaking book, research ranging from applications in financial markets and business administration to various economics problems. Not only are empirical studies utilizing various CI algorithms presented, but so also are theoretical models based on computational methods. In addition to direct applications of computational intelligence, readers can also observe how these methods are combined with conventional analytical methods such as statistical and econometric models to yield preferred results.

1992 Goddard Conference On Space Applications Of Artificial Intelligence

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Author : James L. Rash
language : en
Publisher:
Release Date : 1992

1992 Goddard Conference On Space Applications Of Artificial Intelligence written by James L. Rash and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Artificial Intelligence categories.

The Application Of Artificial Intelligence Techniques To Civil And Structural Engineering

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Author : B. H. V. Topping
language : en
Publisher: Civil Comp Press
Release Date : 1987

The Application Of Artificial Intelligence Techniques To Civil And Structural Engineering written by B. H. V. Topping and has been published by Civil Comp Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Computers categories.

Includes those papers presented at the 1985 and 1987 CIVIL-COMP Conferences, which relate to the application of artificial intelligence techniques to civil and structural engineering.

Artificial Intelligence Handbook Applications

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Author : A. Eli Nisenfeld
language : en
Publisher:
Release Date : 1989

Artificial Intelligence Handbook Applications written by A. Eli Nisenfeld and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Artificial intelligence categories.

Challenges In Knowledge Representation And Organization For The 21st Century

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Author : Mariá J. López-Huertas
language : en
Publisher: Ergon Verlag
Release Date : 2002

Challenges In Knowledge Representation And Organization For The 21st Century written by Mariá J. López-Huertas and has been published by Ergon Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Language Arts & Disciplines categories.

This volume contains the proceedings of the Seventh International ISKO Conference, 10-13 July 2002 in Granada, Spain.

Government Reports Annual Index

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Author :
language : en
Publisher:
Release Date : 1991

Government Reports Annual Index written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Government publications categories.