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, evolut
Interactions Between Computational Intelligence and Mathematics Part 2
✍ Scribed by László T. Kóczy, Jesús Medina-Moreno, Eloísa Ramírez-Poussa
- Publisher
- Springer International Publishing
- Year
- 2019
- Tongue
- English
- Leaves
- 144
- Series
- Studies in Computational Intelligence 794
- Edition
- 1st ed.
- Category
- Library
No coin nor oath required. For personal study only.
✦ Synopsis
This book presents recent research in the field of interaction between computational intelligence and mathematics. In the current technological age, we face the challenges of tackling very complex problems – in the usual sense, but also in the mathematical and theoretical computer science sense. However, even the most up-to-date results in mathematics, are unable to provide exact solutions of such problems, and no further technical advances will ever make it possible to find general and exact solutions. Constantly developing technologies (including social technologies) necessitate handling very complex problems. This has led to a search for acceptably “good” or precise solutions, which can be achieved by the combination of traditional mathematical techniques and computational intelligence tools, in order to solve the various problems emerging in many different areas to a satisfactory degree.
Important funding programs, such as the European Commission’s current framework programme for research and innovation – Horizon 2020 – are devoted to the development of new instruments to deal with the current challenges. Without doubt, research topics associated with the interactions between computational intelligence and traditional mathematics play a key role. Presenting contributions from engineers, scientists and mathematicians, this book offers a series of novel solutions for meaningful and real-world problems that connect those research areas.✦ Table of Contents
Front Matter ....Pages i-x
On the Incorporation of Interval-Valued Fuzzy Sets into the Bousi-Prolog System: Declarative Semantics, Implementation and Applications (Clemente Rubio-Manzano, Martín Pereira-Fariña)....Pages 1-17
The Existence of Generalized Inverses of Fuzzy Matrices (Miroslav Ćirić, Jelena Ignjatović)....Pages 19-38
Gender Detection of Twitter Users Based on Multiple Information Sources (Marco Vicente, Fernando Batista, Joao P. Carvalho)....Pages 39-54
On the n-ary Generalization of Dual Bonds (Ondrej Krídlo, Manuel Ojeda-Aciego)....Pages 55-63
Brouwer’s Ideas and Intuitionistic Fuzziness (Krassimir Atanassov)....Pages 65-81
Nature Inspired Clustering – Use Cases of Krill Herd Algorithm and Flower Pollination Algorithm (Piotr A. Kowalski, Szymon Łukasik, Małgorzata Charytanowicz, Piotr Kulczycki)....Pages 83-98
On the Lower Limit for Possibilistic Correlation Coefficient with Identical Marginal Possibility Distributions (István Á. Harmati, Robert Fullér)....Pages 99-113
A Generalized Net Model for the Coordination and Synchronization of Human and Computer-Based Expert Type Decision Support Activities (Evdokia Sotirova, Janusz Kacprzyk, Krassimir Atanassov, Eulalia Szmidt)....Pages 115-126
Wavelet Analysis and Structural Entropy Based Intelligent Classification Method for Combustion Engine Cylinder Surfaces (Szilvia Nagy, Levente Solecki)....Pages 127-138
✦ Subjects
Engineering; Computational Intelligence; Computational Science and Engineering
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