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This book presents appealing contributions on computational
intelligence and mathematics, connecting both areas and offering
solutions to a number of interesting, real-world problems. Such
problems often require novel solutions, as complexity exceeds the
tractable size. At the same time, the need for good-quality
realistic solutions results in models and algorithms with a good
balance of resource intensiveness and model quality (accuracy).
Many areas of knowledge call for hybrid solutions that combine
traditional mathematical techniques and computational intelligence
based on subsymbolic knowledge representation. Important research
topics are focused on developing the interaction between
computational intelligence and mathematics, in order to address
various challenges of the current technological age. Written by
influential, leading researchers, this book discusses the latest
trends in hybridising mathematics and computational intelligence.
This book collects the final versions of the highest quality papers
presented at the conference 11th European Symposium on
Computational Intelligence and Mathematics held on October 2-5,
2019, in Toledo (Spain). The conjugation of computational sciences
with different mathematical tools is essential in order to solve
different challenges that arise in a wide-ranging knowledge areas.
Nowadays, many promising research lines are being developed in this
direction from the theoretical and applicational perspectives. In
this publication, computational intelligence and mathematics are
combined in interesting research works that aim to give answers to
complex real problems. Moreover, the technical program of this
conference included four excellent keynote speeches, given by Prof.
Jose Luis Verdegay (Guidelines to solve Decision Making Problems),
Prof. Joao Paulo Carvalho (Recommender Systems: Using Fuzzy
Fingerprints for ``Proper'' Recommendations), Dr. Andreja
Tepavcevic (Special lattice valued structures and approximate
solutions of linear equations), and Prof. Juan Moreno-Garcia
(Generating linguistic descriptions using Linguistic Petri Nets).
The recent book of the series continues the collection of articles
dealing with the important and efficient combination of traditional
and novel mathematical approaches with various computational
intelligence techniques, with a stress of fuzzy systems, and fuzzy
logic. Complex systems are theoretically intractable, as the need
of time and space resources (e.g., computer capacity) exceed any
implementable extent. How is it possible that in the practice, such
problems are usually manageable with an acceptable quality by human
experts? They apply expert domain knowledge and various methods of
approximate modeling and corresponding algorithms. Computational
intelligence is the mathematical tool box that collects techniques
which are able to model such human interaction, while (new)
mathematical approaches are developed and used everywhere where the
complexity of the sub-task allows it. The innovative approaches in
this book give answer to many questions on how to solve
"unsolvable" problems.
This book collects the final versions of the highest quality papers
presented at the conference 11th European Symposium on
Computational Intelligence and Mathematics held on October 2-5,
2019, in Toledo (Spain). The conjugation of computational sciences
with different mathematical tools is essential in order to solve
different challenges that arise in a wide-ranging knowledge areas.
Nowadays, many promising research lines are being developed in this
direction from the theoretical and applicational perspectives. In
this publication, computational intelligence and mathematics are
combined in interesting research works that aim to give answers to
complex real problems. Moreover, the technical program of this
conference included four excellent keynote speeches, given by Prof.
Jose Luis Verdegay (Guidelines to solve Decision Making Problems),
Prof. Joao Paulo Carvalho (Recommender Systems: Using Fuzzy
Fingerprints for ``Proper'' Recommendations), Dr. Andreja
Tepavcevic (Special lattice valued structures and approximate
solutions of linear equations), and Prof. Juan Moreno-Garcia
(Generating linguistic descriptions using Linguistic Petri Nets).
This book presents appealing contributions on computational
intelligence and mathematics, connecting both areas and offering
solutions to a number of interesting, real-world problems. Such
problems often require novel solutions, as complexity exceeds the
tractable size. At the same time, the need for good-quality
realistic solutions results in models and algorithms with a good
balance of resource intensiveness and model quality (accuracy).
Many areas of knowledge call for hybrid solutions that combine
traditional mathematical techniques and computational intelligence
based on subsymbolic knowledge representation. Important research
topics are focused on developing the interaction between
computational intelligence and mathematics, in order to address
various challenges of the current technological age. Written by
influential, leading researchers, this book discusses the latest
trends in hybridising mathematics and computational intelligence.
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