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Theory and Practice of Natural Computing: 6th International Conference, TPNC 2017, Prague, Czech Republic, December 18-20, 2017, Proceedings 1st ed. 2017 [Minkštas viršelis]

  • Formatas: Paperback / softback, 319 pages, aukštis x plotis: 235x155 mm, weight: 5037 g, 89 Illustrations, black and white; XI, 319 p. 89 illus., 1 Paperback / softback
  • Serija: Theoretical Computer Science and General Issues 10687
  • Išleidimo metai: 19-Nov-2017
  • Leidėjas: Springer International Publishing AG
  • ISBN-10: 3319710680
  • ISBN-13: 9783319710686
  • Formatas: Paperback / softback, 319 pages, aukštis x plotis: 235x155 mm, weight: 5037 g, 89 Illustrations, black and white; XI, 319 p. 89 illus., 1 Paperback / softback
  • Serija: Theoretical Computer Science and General Issues 10687
  • Išleidimo metai: 19-Nov-2017
  • Leidėjas: Springer International Publishing AG
  • ISBN-10: 3319710680
  • ISBN-13: 9783319710686

This book constitutes the refereed proceedings of the 6th International Conference,on Theory and Practice of Natural Computing, TPNC 2017, held in Prague, Czech Republic, December 2017.

The 22 full papers presented in this book, together with one invited talk, werecarefully reviewed and selected from 39 submissions. The papers are organized around the following topical sections: applications of natural computing; evolutionary computation; fuzzy logic; Molecular computation; neural networks; quantum computing.

Invited Talk
Recent Results and Open Problems in Evolutionary Multiobjective Optimization
3(22)
Carlos A. Coello Coello
Applications of Natural Computing
A Formal Framework for Composing Qualitative Models of Biological Systems
25(12)
Hanadi Alkhudhayr
Jason Steggles
A Statistical Approach to the Identification of Diploid Cellular Automata
37(12)
Witold Bolt
Aleksander Bolt
Barbara Wolnik
Jan At. Baetens
Bernard De Baets
Modelling Curvature Effects Using L-Systems: From Discrete and Deterministic to Continuous and Stochastic
49(14)
Julia Pulwicki
Christophe Godin
Evolutionary Computation
Exploring Target Change Related Fitness Reduction in the Moving Point Dynamic Environment
63(12)
David Fagan
Michael O'Neill
A Smart Discovery Service in Internet of Things Using Swarm Intelligence
75(12)
Agostino Forestiero
GPU-Accelerated Evolutionary Induction of Regression Trees
87(13)
Krzysztof Jurczuk
Marcin Czajkowski
Marek Kretowski
Bezier Curve Parameterization Methods for Solving Optimal Control Problems of SIR Model
100(13)
Tibor Kmet
Maria Kmetova
Fuzzy Logic
Learning Interval-Valued Fuzzy Cognitive Maps with PSO Algorithm for Abnormal Stock Return Prediction
113(13)
Petr Hajek
Ondrej Prochazka
Fuzzy Linguistic Labels in Multi-expert Decision Making
126(11)
Alicja Mieszkowicz-Rolka
Leszek Rolka
An Evolutionary Algorithm Based on Graph Theory Metrics for Fuzzy Cognitive Maps Learning
137(13)
Katarzyna Poczeta
Lukasz Kubus
Alexander Yastrebov
Fuzzy Petri Nets with Linear Orders for Intervals
150(15)
Zbigniew Sura]
Piotr Grochowalski
Molecular Computation
Networks of Polarized Splicing Processors
165(13)
Henning Bordihn
Victor Mitrana
Andrei Paun
Mihaela Paun
Robust Combinatorial Circuits in Chemical Reaction Networks
178(12)
Samuel J. Ellis
Titus H. Klinge
James I. Lathrop
Watson-Crick Partial Words
190(13)
Manasi S. Kulkarni
Kalpana Mahalingam
Ananda Chandra Nayak
Topological Classification of RNA Structures via Intersection Graph
203(16)
Michela Quadrini
Rosario Culmone
Emanuela Merelli
Neural Networks
Splicing-Inspired Recognition and Composition of Musical Collectives Styles
219(13)
Roberto De Prisco
Delfina Malandrino
Gianluca Zaccagnino
Rocco Zaccagnino
Rosalba Zizza
Regularized Stacked Auto-Encoder Based Pre-training for Generalization of Multi-layer Perceptron
232(11)
Prasenjit Dey
Abhijit Ghosh
Tandra Pal
Historical Markings in Neuroevolution of Augmenting Topologies Revisited
243(12)
Lukas Pastorek
Michael O'Neill
Long-Short Term Memory Network for RNA Structure Profiling Super-Resolution
255(14)
Pak-Kan Wong
Man-Leung Wong
Kwong-Sak Leung
Quantum Computing
Hamming Distance Kernelisation via Topological Quantum Computation
269(12)
Alessandra Di Pierro
Riccardo Mengoni
Rajagopal Nagarajan
David Windridge
Typing Quantum Superpositions and Measurement
281(13)
Alejandro Diaz-Caro
Gilles Dowek
Heat-Bath Algorithmic Cooling with Correlated-Qubits Relaxation
294(11)
Raymond Laflamme
Tal Mor
Nayeli A. Rodriguez-Briones
Yossi Weinstein
Time-Space Complexity Advantages for Quantum Computing
305(14)
Shenggen Zheng
Daowen Qiu
Jozef Gruska
Author Index 319