Zamuda / Das / Suganthan Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing

7th International Conference, SEMCCO 2019, and 5th International Conference, FANCCO 2019, Maribor, Slovenia, July 10–12, 2019, Revised Selected Papers
Erscheinungsjahr 2020
ISBN: 978-3-030-37838-7
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, Band 1092, 213 Seiten, eBook

Reihe: Communications in Computer and Information Science

This volume constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Swarm, Evolutionary, and Memetic Computing, SEMCCO 2019, and 5th International Conference on Fuzzy and Neural Computing, FANCCO 2019, held in Maribor, Slovenia, in July 2019.  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.

Zielgruppe

Research

Autoren/Hrsg.

Zamuda, Aleš

Zamuda, Ales

Das, Swagatam

Suganthan, Ponnuthurai Nagaratnam

Panigrahi, Bijaya Ketan

Inhaltsverzeichnis

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.- Classi?cation of Stock Market Trends with Con?dence-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.