Exploration of Novel Intelligent Optimization Algorithms
12th International Symposium, ISICA 2021, Guangzhou, China, November 20-21, 2021, Revised Selected Papers
Published on 1. August 2022
Book
Paperback/Softback
XV, 510 pages
978-981-19-4108-5 (ISBN)
Description
This book constitutes the refereed proceedings of the 12th International Symposium, ISICA 2021, held in Guangzhou, China, during November 19-21, 2021. The 48 full papers included in this book were carefully reviewed and selected from 99 submissions. They were organized in topical sections as follows: new frontier of multi-objective evolutionary algorithms; intelligent multi-media; data modeling and application of artificial intelligence; exploration of novel intelligent optimization algorithm; and intelligent application of industrial production.
More details
Series
Edition
1st ed. 2022
Language
English
Place of publication
Singapore
Singapore
Target group
Professional and scholarly
Illustrations
164 farbige Abbildungen, 78 s/w Abbildungen
XV, 510 p. 242 illus., 164 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 29 mm
Weight
791 gr
ISBN-13
978-981-19-4108-5 (9789811941085)
DOI
10.1007/978-981-19-4109-2
Schweitzer Classification
Other editions
Additional editions
Kangshun Li | Yong Liu | Wenxiang Wang
Exploration of Novel Intelligent Optimization Algorithms
12th International Symposium, ISICA 2021, Guangzhou, China, November 20-21, 2021, Revised Selected Papers
E-Book
07/2022
Springer
€106.99
Available for download
Content
Session 1: New Frontier of Multi-objective Evolutionary Algorithms.
-Improved particle swarm algorithm and its application in sensor network optimization.-Image Segmentation by Improved Conical Area Evolutionary Algorithm.-An Efficient Multi-objective Algorithm with High Abundant Elite Information and Evolutionary Phase Self-adjusting for Many Objective Optimization.-Multi-objective Evolutionary Architecture Search of U-Net with Diamond Atrous Convolution.-A Multi-objective Evolutionary Algorithm Based on Piecewise Parallel Decomposition for Portfolio Optimization.-A Many-objective Anomaly Detection Model for Vehicle Network Based on Federated Learning and Differential Privacy Protection.-An Adaptive Reference Vector Strategy with Shape Estimation for Many-objective Optimization Problem.-Manifold learning algorithm based on constrained particle swarm multi-objective optimization.
-Session 2: Intelligent Multi-media-The use of trusted log storage and verification system based on blockchain for Manufacturing Execution System.
-The Combination of GRU and Dense Block for Image Denoising Network.-Construction Methods of Dujiangyan Tourism Culture Image Based on Text Information Mining Technology.-Research on Self-driving Lane and Traffic Marker Recognition Based on Deep Learning.-Measurement system for energy consumption of runtime software in embedded system.-Experiment analysis on Fast Features Bag approach for Pedestrian Re-recognition.-Contrast retention de-coloring based on cosine similarity.-Design and Implementation of Intelligent Garbage Sorting System Based on TensorFlow.