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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
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