Artificial Intelligence and Soft Computing 17th International Confer

The two-volume set LNAI 10841 and LNAI 10842 constitutes the refereed proceedings of the 17th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2018, held in Zakopane, Poland in June 2018. The 140 revised full papers

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Leszek Rutkowski · Rafał Scherer Marcin Korytkowski · Witold Pedrycz Ryszard Tadeusiewicz · Jacek M. Zurada (Eds.)

Artificial Intelligence and Soft Computing 17th International Conference, ICAISC 2018 Zakopane, Poland, June 3–7, 2018 Proceedings, Part II

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Lecture Notes in Artificial Intelligence Subseries of Lecture Notes in Computer Science

LNAI Series Editors Randy Goebel University of Alberta, Edmonton, Canada Yuzuru Tanaka Hokkaido University, Sapporo, Japan Wolfgang Wahlster DFKI and Saarland University, Saarbrücken, Germany

LNAI Founding Series Editor Joerg Siekmann DFKI and Saarland University, Saarbrücken, Germany

10842

More information about this series at http://www.springer.com/series/1244

Leszek Rutkowski Rafał Scherer Marcin Korytkowski Witold Pedrycz Ryszard Tadeusiewicz Jacek M. Zurada (Eds.) •





Artificial Intelligence and Soft Computing 17th International Conference, ICAISC 2018 Zakopane, Poland, June 3–7, 2018 Proceedings, Part II

123

Editors Leszek Rutkowski Częstochowa University of Technology Częstochowa Poland and University of Social Sciences Lodz Poland Rafał Scherer Częstochowa University of Technology Częstochowa Poland

Witold Pedrycz University of Alberta Edmonton, AB Canada Ryszard Tadeusiewicz AGH University of Science and Technology Kraków Poland Jacek M. Zurada University of Louisville Louisville, KY USA

Marcin Korytkowski Częstochowa University of Technology Częstochowa Poland

ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Artificial Intelligence ISBN 978-3-319-91261-5 ISBN 978-3-319-91262-2 (eBook) https://doi.org/10.1007/978-3-319-91262-2 Library of Congress Control Number: 2018942345 LNCS Sublibrary: SL7 – Artificial Intelligence © Springer International Publishing AG, part of Springer Nature 2018 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Printed on acid-free paper This Springer imprint is