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Title
Interactions Between Computational Intelligence and Mathematics / edited by László T. Kóczy, Jesús Medina.
ISBN
9783319746814
3319746812
9783319746807
3319746804
Published
Cham : Springer International Publishing : Imprint: Springer, 2018.
Language
English
Description
1 online resource (ix 119 pages) : illustrations.
Item Number
10.1007/978-3-319-74681-4 doi
Call Number
Q342
Dewey Decimal Classification
006.3
Summary
This book presents recent research in the field of interaction between computational intelligence and mathematics, ranging from theory to applications. Computational intelligence, or soft computing consists of various bio-inspired methods, especially fuzzy systems, artificial neural networks, evolutionary and memetic algorithms. These research areas were initiated by professionals in various applied fields, such as engineers, economists, and financial and medical experts. Although computational intelligence offered solutions (at least quasi-optimal solutions) for problems with high complexity, vague and undeterministic features, initially little attention was paid to the mathematical models and analysis of the methods successfully applied. A typical example is the extremely successful Mamdani-algorithm, and its modifications and extensions, applied since the mid-1970s, where the first analysis of the simplest cases, showing why this algorithm was so efficient and stable, was not given until the early 1990s. Since the mid-2000s, the authors have organized international conferences annually to focus on the mathematical methodological issues in connection with computational intelligence approaches. These conferences have attracted a large number of submissions with a wide scope of topics and quality. The editors selected several high-quality papers and approached the authors to submit an essentially extended and improved book chapter based on the lectures. This volume is the first contributed book on the subject.
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Access limited to authorized users.
Digital File Characteristics
text file PDF
Series
Studies in computational intelligence ; 758.
Available in Other Form
Print version: 9783319746807
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Weighted means based filters for SAR Imagery
On Combination of Wavelet Transformation and Stabilized KH Interpolation for Fuzzy Inferences Based on High Dimensional Sampled Functions
Abductive Reasoning on Molecular Interaction Maps
Efficient unfolding of fuzzy connectives for multi-adjoint logic programs
On Generalizations of Concept Lattices
Generating fuzzy attribute rules via Fuzzy Formal Concept Analysis.
