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Advances in Swarm Intelligence 11th International Conference, ICSI 2020, Belgrade, Serbia, July 14-20, 2020, Proceedings
Title
Advances in Swarm Intelligence [electronic resource] : 11th International Conference, ICSI 2020, Belgrade, Serbia, July 14-20, 2020, Proceedings / edited by Ying Tan, Yuhui Shi, Milan Tuba.
ISBN
9783030539566
Edition
1st ed. 2020.
Publication
Cham : Springer International Publishing : Imprint: Springer, 2020.
Physical Description
1 online resource (XVII, 689 p.) 242 illus., 162 illus. in color.
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
This book constitutes the proceedings of the 11th International Conference on Advances in Swarm Intelligence, ICSI 2020, held in July 2020 in Belgrade, Serbia. Due to the COVID-19 pandemic the conference was held virtually. The 63 papers included in this volume were carefully reviewed and selected from 127 submissions. The papers are organized in 12 cohesive topical sections as follows: Swarm intelligence and nature-inspired computing; swarm-based computing algorithms for optimization; particle swarm optimization; ant colony optimization; brain storm optimization algorithm; bacterial foraging optimization; genetic algorithm and evolutionary computation; multi-objective optimization; machine learning; data mining; multi-agent system and robotic swarm, and other applications.
Variant and related titles
Springer ENIN.
Other formats
Printed edition:
Printed edition:
Format
Books / Online
Language
English
Added to Catalog
April 05, 2023
Series
Theoretical Computer Science and General Issues, 12145
Contents
Swarm Intelligence and Nature-Inspired Computing Swarm Intelligence in Data Science: Applications, Opportunities and Challenges
Synchronized Swarm Operation
Prediction of Photovoltaic Power using Nature-Inspired Computing
A Two-Step Approach to the Search of Minimum Energy Designs via Swarm Intelligence
On Assessing the Temporal Characteristics of Reaching the Milestone by a Swarm
Swarm-based Computing Algorithms for Optimization Learning Automata-based Fireworks Algorithm On Adaptive Assigning
Binary Pigeon-Inspired Optimization for Quadrotor Swarm Formation Control
A Novel Biogeography-based Optimization Algorithm with Momentum Migration and Taxonomic Mutation
A Modi ed Arti cial Bee Colony Algorithm for Scheduling Optimization of Multi-Aisle AS/RS System
The Research of Flexible Scheduling of Workshop Based on Artificial Fish Swarm Algorithm and Knowledge Mining
A Novel Image Segmentation Based on Clustering and Population-Based Optimisation
Colour Quantisation by Human Mental Search
Canine Algorithm for Node Disjoint Paths
Particle Swarm Optimization
Optimizing Hydrography Ontology Alignment through Compact Particle Swarm Optimization Algorithm
Map Generation and Balance in the Terra Mystica Board Game Using Particle Swarm and Local Search
Research on Crowd-sensing Task Assignment Based on Fuzzy Inference PSO Algorithm
The improvement of V-shaped transfer function of Binary Particle Swarm Optimization
Hybrid Ant Colony Optimization-based Method for Focal of a Disease Segmentation in Lung CT Images
An Ant-Inspired Track-to-Track Recovery Approach for Construction of Cell Lineage Trees
An Ant Colony Optimization Algorithm Based Automated Generation of Software Test Cases
Brain Storm Optimization Algorithm
BSO-CLS: Brain Storm Optimization Algorithm with Cooperative Learning Strategy
A Hybrid Brain Storm Optimization Algorithm for Dynamic Vehicle Routing Problem
Determinative Brain Storm Optimization.-An Adapting Chemotaxis Bacterial Foraging Optimization Algorithm for Feature Selection in Classification
Bacterial Foraging Optimization Based on Levy Flight for Fuzzy Portfolio Optimization
Adaptive bacterial foraging optimization based on roulette strategy
An Improved Bacterial Foraging Optimization with Dierential and Poisson Distribution Strategy and its Application to Nurse Scheduling Problem
Improved Bacterial Foraging Optimization Algorithm with Comprehensive Swarm Learning Strategies
Modified Bacterial Foraging Optimization for Fuzzy MeanSemivariance-Skewness Portfolio Selection
Genetic Algorithm and Evolutionary Computation
A New Local Search Adaptive Genetic Algorithm for the Pseudo-Coloring Problem
A Genetic Algorithm-Based Solver for small-scale Jigsaw Puzzles
A New EDA with Dimension Reduction Technique for Large Scale Many-objective Optimization
An Improved CMA-ES for Solving Large Scale Optimization Problem
Archive Update Strategy In uences Di erential Evolution Performance
A Structural testing model using SDA algorithm
Multi-objective Particle Swarm Optimisation for Cargo Packaging in Large Containers
Multi-objective Combinatorial Generative Adversarial Optimization and Its Application in Crowdsensing.-Multi-Objective Dynamic Scheduling Model of Flexible Job Shop Based on NSGAII Algorithm and Scroll Window Technology
Optimal Reservoir Optimization Using Multiobjective Genetic Algorithm
Success-history based parameter adaptation in MOEA/D algorithm
Image Clustering by Generative Adversarial Optimization and Advanced Clustering Criteria
A Tool for Supporting the Evaluation of Active Learning Activities
Inferring Candidate CircRNA-disease Associations by Bi-random Walk Based on CircRNA Regulatory Similarity
Methods of Machine Learning in System Abnormal Behavior Detection
Use of the industrial property system in Colombia (2018): a machine learning application
Imbalanced Ensemble Learning for Enhanced Pulsar Identification
Computational Analysis of Third-Grade Liquid Flow with Cross Diusion Eects: Application to Entropy Modeling
Aula Touch Game: Digital tablets and their incidence in the development of citizen competences of middle education students in the district of Barranquilla-Colombia
Case Classifi cation Processing and Analysis Method for Respiratory Belt Data
Target Tracking Algorithm based on Density Clustering
A Method for Localization and Classifi cation of Breast Ultrasound Tumors
Deep Learning Strategies for Survival Prediction in Prophylactic Resection Patients
Method based on Data Mining Techniques for Breast Cancer Recurrence Analysis
Parasite-Guest Infection Modeling: Social Science Applications
Research on Sliding Mode Control of Underwater Vehicle-manipulator System Based on an Exponential Approach Law
A Parallel Evolutionary Algorithm with Value Decomposition for Multi-Agent Problems
O- ocking: Optimized Flocking Model on Autonomous Navigation for Robotic Swarm
A Multi-agent Ant Colony Optimization Algorithm for Effective Vehicular Tra c Management
Site Selection of the Colombian Antarctic Research Station based on Fuzzy-Topsis Algortihm
Newtonian heating eects of Oldroyd-B liquid ow with cross-difussion and second order slip
Econometric Algorithms Applied to the Incidence of Income on Satisfaction with Quality of Life in Latin American Capitals
Analytical Study of Radiative Casson Nanoliquid Flow with Heat Absorption.
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