Recent advances in soft computing : proceedings of the 22nd International Conference on Soft Computing (MENDEL 2016) held in Brno, Czech Republic, at June 8-10, 2016

• Corporate Author: International Conference on Soft Computing Brno, Czech Republic
• Other Authors: Matoušek, Radek (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham, Switzerland : Springer, 2017.
• Series: Advances in intelligent systems and computing ; 576.
• Subjects: Soft computing > Congresses.; elektronické knihy; electronic books
• ISBN: 9783319580883; 9783319580876
• ISSN: 2194-5357 ;
• Physical Description: 1 online resource (xi, 278 pages) : illustrations

This proceeding book contains a collection of selected accepted papers of the Mendel conference held in Brno, Czech Republic in June 2016. The proceedings book contains three chapters which present recent advances in soft computing including intelligent image processing. The Mendel conference was es...

Table of Contents:

• Preface; Organization; International Program Committee and Reviewers Board; Executive Organizing Committee and Local Organizers ; Chair and Volume Editor-in-Chief ; Co-chairs and Associate Advisors; Local Organizers ; Peer Review Manager ; Technical Review Manager; Senior Organizer; Junior Organizers; Contents; Evolutionary Computing, Swarm Intelligence, Metaheuristics; A Multilevel Genetic Algorithm for the Maximum Constraint Satisfaction Problem; 1 Introduction; 2 Multilevel Genetic Algorithm; 3 Experimental Results; 3.1 Experimental Setup; 3.2 Results; 4 Conclusion; References.
• Models and Simulations of Queueing SystemsAbstract; 1 Introduction; 2 Classification of Queueing Systems; 3 The M/M/n/nN/∞/FIFO System; 4 Simulation of Queueing Processes; 5 Conclusions; References; Influence of Random Number Generators on GPA-ES Algorithm Efficiency; Abstract; 1 Introduction; 2 GPA-ES Algorithm; 3 Experiment Organization; 4 The Experiments; 5 Discussion; 6 Conclusions; Acknowledgements; References; Genetic Algorithm Based Random Selection-Rule Creation for Ontology Building; Abstract; 1 Introduction; 2 Use of Data Mining for Ontology Building
• 3 Application of Genetic Algorithms for Selection Improvement4 Searching for Adequate Random Queries in the Database; 5 Experiments; 5.1 Example Database; 5.2 Database Influence on the Chromosome Structure; 5.3 Results; 6 Conclusions and Future Work; Acknowledgements; References; Improving Artificial Fish Swarm Algorithm by Applying Group Escape Behavior of Fish; Abstract; 1 Introduction; 2 Literature Review; 3 Proposed AFSA with Group Escape Behavior; 4 Experimental Results; 5 Conclusion; Acknowledgements; References.
• Genetic Programming Algorithm Creating and Assembling Subtrees for Making Analytical FunctionsAbstract; 1 Introduction; 2 Genetic Programming; 3 Interference of Waves Based Method; 4 Genetic Programming Creating and Composing Subtrees Together; 5 Experiments; 6 Conclusion; Acknowledgement; References; Comparison of Parallel Linear Genetic Programming Implementations; 1 Introduction; 2 Related Work; 2.1 Linear Genetic Programming; 2.2 Parallel GP; 3 Parallel LGP; 3.1 Fitness Evaluation; 3.2 Parallel Fitness Evaluation; 3.3 Island Model for Parallel LGP; 4 Setup and Benchmark Problems.
• 4.1 Setup4.2 Benchmarks Problems; 5 Results; 5.1 Symbolic Regression Benchmarks; 5.2 Hash Function Design; 6 Conclusions; References; Hybridization of Multi-chaotic Dynamics and Adaptive Control Parameter Adjusting jDE Strategy; Abstract; 1 Introduction; 2 Related Work and Motivation; 3 The Concept of Chaotic jDE; 4 Chaotic Maps; 5 Results; 6 Conclusion; Acknowledgements; References; Geometric Particle Swarm Optimization and Reservoir Computing for Solar Power Forecasting; 1 Introduction; 2 Background; 2.1 Formalization of the Problem; 2.2 Geometric Particle Swarm Optimization.