Computational Intelligence Based on Lattice Theory

Computational Intelligence Based on Lattice Theory
Author: Vassilis G. Kaburlasos
Publisher: Springer
Total Pages: 375
Release: 2007-06-26
Genre: Computers
ISBN: 354072687X

This eighteen-chapter book presents the latest applications of lattice theory in Computational Intelligence (CI). The book focuses on neural computation, mathematical morphology, machine learning, and (fuzzy) inference/logic. The book comes out of a special session held during the World Council for Curriculum and Instruction World Conference (WCCI 2006). The articles presented here demonstrate how lattice theory may suggest viable alternatives in practical clustering, classification, pattern analysis, and regression applications.

Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory

Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory
Author: Vassilis G. Kaburlasos
Publisher: Springer Science & Business Media
Total Pages: 245
Release: 2007-02-07
Genre: Computers
ISBN: 3540341706

This research monograph proposes a unified, cross-fertilizing approach for knowledge-representation and modeling based on lattice theory. The emphasis is on clustering, classification, and regression applications. It presents novel tools and useful perspectives for effective pattern classification. The material is multi-disciplinary based on on-going research published in major scientific journals and conferences.

Introduction to Lattice Algebra

Introduction to Lattice Algebra
Author: Gerhard X. Ritter
Publisher: CRC Press
Total Pages: 292
Release: 2021-08-23
Genre: Mathematics
ISBN: 1000412601

Lattice theory extends into virtually every branch of mathematics, ranging from measure theory and convex geometry to probability theory and topology. A more recent development has been the rapid escalation of employing lattice theory for various applications outside the domain of pure mathematics. These applications range from electronic communication theory and gate array devices that implement Boolean logic to artificial intelligence and computer science in general. Introduction to Lattice Algebra: With Applications in AI, Pattern Recognition, Image Analysis, and Biomimetic Neural Networks lays emphasis on two subjects, the first being lattice algebra and the second the practical applications of that algebra. This textbook is intended to be used for a special topics course in artificial intelligence with a focus on pattern recognition, multispectral image analysis, and biomimetic artificial neural networks. The book is self-contained and – depending on the student’s major – can be used for a senior undergraduate level or first-year graduate level course. The book is also an ideal self-study guide for researchers and professionals in the above-mentioned disciplines. Features Filled with instructive examples and exercises to help build understanding Suitable for researchers, professionals and students, both in mathematics and computer science Contains numerous exercises.

Computational Intelligence in Decision and Control

Computational Intelligence in Decision and Control
Author: Da Ruan
Publisher: World Scientific
Total Pages: 1201
Release: 2008
Genre: Computers
ISBN: 9812799478

FLINS, originally an acronym for Fuzzy Logic and Intelligent Technologies in Nuclear Science, is now extended to Computational Intelligence for applied research. The contributions to the eighth edition in the series of FLINS conferences cover state-of-the-art research, development, and technology for computational intelligence systems in general, and for intelligent decision and control in particular.

Computational Intelligence In Decision And Control - Proceedings Of The 8th International Flins Conference

Computational Intelligence In Decision And Control - Proceedings Of The 8th International Flins Conference
Author: Da Ruan
Publisher: World Scientific
Total Pages: 1201
Release: 2008-08-08
Genre: Computers
ISBN: 9814471399

FLINS, originally an acronym for Fuzzy Logic and Intelligent Technologies in Nuclear Science, is now extended to Computational Intelligence for applied research. The contributions to the eighth edition in the series of FLINS conferences cover state-of-the-art research, development, and technology for computational intelligence systems in general, and for intelligent decision and control in particular.

Computational Intelligence in Reliability Engineering

Computational Intelligence in Reliability Engineering
Author: Gregory Levitin
Publisher: Springer Science & Business Media
Total Pages: 428
Release: 2006-10-25
Genre: Mathematics
ISBN: 3540373713

This volume includes chapters presenting applications of different metaheuristics in reliability engineering, including ant colony optimization, great deluge algorithm, cross-entropy method and particle swarm optimization. It also presents chapters devoted to cellular automata and support vector machines, and applications of artificial neural networks, a powerful adaptive technique that can be used for learning, prediction and optimization. Several chapters describe aspects of imprecise reliability and applications of fuzzy and vague set theory.

Advanced Intelligent Paradigms in Computer Games

Advanced Intelligent Paradigms in Computer Games
Author: Norio Baba
Publisher: Springer
Total Pages: 202
Release: 2007-06-26
Genre: Technology & Engineering
ISBN: 3540727051

This book explores all the latest research in the area of advanced intelligent paradigms in computer games. It presents a sample of the most recent research concerning the application of computational intelligence techniques and internet technology in computer games. The contents include: COMMONS GAME in intelligent environment; adaptive generation of dilemma-based interactive narratives; computational intelligence in racing games; evolutionary algorithms for board game players with domain knowledge; electronic market games; EVE’s entropy; and capturing player enjoyment in computer games.

Advances in Intelligent and Distributed Computing

Advances in Intelligent and Distributed Computing
Author: Costin Badica
Publisher: Springer
Total Pages: 315
Release: 2010-04-25
Genre: Computers
ISBN: 3540749306

This book presents the proceedings of the 1st International Symposium on Intelligent and Distributed Computing, IDC 2007, held in Craiova, Romania, October 2007. Coverage includes: autonomous and adaptive computing; data mining and knowledge discovery; distributed problem solving and decision making; e-business, e-health and e-learning; genetic algorithms; image processing; information retrieval; intelligence in mobile and ubiquitous computing.

Encyclopedia of Artificial Intelligence

Encyclopedia of Artificial Intelligence
Author: Juan Ramon Rabunal
Publisher: IGI Global
Total Pages: 1640
Release: 2009-01-01
Genre: Computers
ISBN: 1599048507

"This book is a comprehensive and in-depth reference to the most recent developments in the field covering theoretical developments, techniques, technologies, among others"--Provided by publisher.

Differential Evolution in Electromagnetics

Differential Evolution in Electromagnetics
Author: Anyong Qing
Publisher: Springer Science & Business Media
Total Pages: 225
Release: 2010-05-28
Genre: Technology & Engineering
ISBN: 3642128696

Differential evolution has proven itself a very simple while very powerful stochastic global optimizer. It has been applied to solve problems in many scientific and engineering fields. This book focuses on applications of differential evolution in electromagnetics to showcase its achievement and capability in solving synthesis and design problems in electromagnetics.Topics covered in this book include:• A comprehensive up-to-date literature survey on differential evolution• A systematic description of differential evolution• A topical review on applications of differential evolution in electromagnetics• Five new application examplesThis book is ideal for electromagnetic researchers and people in differential evolution community. It is also a valuable reference book for researchers and students in the optimization or electrical and electronic engineering field. In addition, managers and engineers in relevant fields will find it a helpful introductory guide.