Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing
Springer International Publishing (Verlag)
978-3-030-37837-0 (ISBN)
The 18 full papers presented in this volume were carefully reviewed and selected from a total of 31 submissions for inclusion in the proceedings. The papers cover a wide range of topics in swarm, evolutionary, memetic and other intelligent computing algorithms and their real world applications in problems selected from diverse domains of science and engineering.
Cooperative Model of Evolutionary Algorithms and Real-World Problems.- Pareto-based Self-Organizing Migrating Algorithm solving 100-Digit Challenge.- Population Size in Di erential Evolution.- Channel Assignment with Ant Colony Optimization.- Self-organizing migrating algorithm with non-binary perturbation.- Boundary Strategies for Self-organizing Migrating Algorithm Analyzed Using CEC'17 Benchmark.- MOEA with Approximate Nondominated Sorting based on Sum of Normalized Objectives.- Evolutionary Bi-Objective Optimization and Knowledge Extraction for Electronic and Automotive Cooling.- Classification of Stock Market Trends with Confidence-based Selective Predictions.- A Neural Net Based Prediction of Sound Pressure Level for the Design of the Aerofoil.- Competition of Strategies in jSO Algorithm.- Neural swarm virus.- Wrapper-based feature selection using Self-adaptive Di erential Evolution.- SOMA T3A forSolving the 100-Digit Challenge.- Tracking the exploration and exploitation in stochastic population-based nature-inspired algorithms using recurrence plots.- Insight into Adaptive Di erential Evolution Variants with Unconventional Randomization Schemes.- Virtual Measurement of the Backlash Gap in Industrial Manipulators.- Hybrid Elephant Herding Optimization Approach for Cloud Computing Load Scheduling.
| Erscheinungsdatum | 25.01.2020 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | X, 213 p. 82 illus., 34 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 349 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Netzwerke |
| Informatik ► Theorie / Studium ► Algorithmen | |
| Schlagworte | Adaptive Algorithms • Applications • Artificial Intelligence • communication channels (information theory) • Communication Systems • Computer Networks • Computer Science • Computer systems • computer vision • conference proceedings • Correlation Analysis • Differential evolution • Engineering • evolutionary algorithms • Genetic algorithms • Image Processing • Informatics • machine learning • Mathematics • Optimization • Optimization Problems • particle swarm optimization (PSO) • Research • Signal Processing • Swarm intelligence |
| ISBN-10 | 3-030-37837-3 / 3030378373 |
| ISBN-13 | 978-3-030-37837-0 / 9783030378370 |
| Zustand | Neuware |
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