Computational Intelligence and Mathematics for Tackling Complex Problems 3

1. Auflage 2022
ISBN: 978-3-030-74972-9
Verlag: Springer International Publishing

Buch, Englisch, Band 959, 220 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 365 g

Reihe: Studies in Computational Intelligence

Complex problems and systems, which prevail in the real world, cannot often be tackled and solved either by traditional methods offered by mathematics or even the traditional computer science (CS) and and artificial intelligence (AI)..). What is the way out of this dilemma? Advanced methodologies, and tools and techniques, „mimicking” human reasoning or the behavior of animals, animal populations or certain parts of the living bod, based on traditional computer science science and the initial approaches of artificial intelligence  are often referred to as biologically inspired methods, or often computational intelligence (CI). Computational intelligence offers effective and efficient solutions to many „unsolvable" problems problems. However, it is far from being a ready to use and complete collection of approaches, and is rather a continuously developing field without clear borders. The emerging new models and algorithms of computational intelligence are deeply rooted in thevast apparatus of traditional mathematics. Thus, the investigation of connections and synergy between mathematics and computational intelligence is an eminent goal which is periodically pursued by a group of mathematicians and computational intelligence researchers who regularly attand the annual European Symposia on Computational Intelligence and Mathematics (ESCIM). Some relevant papers from the last ESCIM-2020 are included in this volume.

Zielgruppe

Research

Autoren/Hrsg.

Harmati, István Á.

Ramírez-Poussa, Eloísa

Kóczy, László T.

Medina, Jesús

Fachgebiete

• Technische Wissenschaften Technik Allgemein Mathematik für Ingenieure
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

Q-Fuzzy subtopology.- Lattice-valued algebraic structures via residuated maps.- Invariant aggregation and pre-aggregation functions.- Finite model property and varieties of BL-algebras.- Collection integral on infinite spaces.