Título :	11th International Conference, ICSI 2020, Belgrade, Serbia, July 14–20, 2020, Proceedings
Tipo de documento:	documento electrónico
Autores:	Tan, Ying, ; Shi, Yuhui, ; Tuba, Milan,
Mención de edición:	1 ed.
Editorial:	[s.l.] : Springer
Fecha de publicación:	2020
Número de páginas:	XVII, 689 p. 242 ilustraciones, 162 ilustraciones en color.
ISBN/ISSN/DL:	978-3-030-53956-6
Nota general:	Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave:	Ciencias de la Computación  Ingeniería Informática  Red de computadoras  Software de la aplicacion  Ordenadores  Gestión de base de datos  Teoría de la Computación  Ingeniería Informática y Redes  Aplicaciones informáticas y de sistemas de información  Entornos informáticos  Sistema de administración de base de datos
Índice Dewey:	40.151
Resumen:	Este libro constituye las actas de la 11.ª Conferencia Internacional sobre Avances en Inteligencia de Enjambre, ICSI 2020, celebrada en julio de 2020 en Belgrado, Serbia. Debido a la pandemia de COVID-19 la conferencia se realizó de manera virtual. Los 63 artículos incluidos en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 127 presentaciones. Los artículos están organizados en 12 secciones temáticas coherentes de la siguiente manera: Inteligencia de enjambre y computación inspirada en la naturaleza; algoritmos informáticos basados ​​en enjambres para optimización; optimización de Enjambre de partículas; optimización de colonias de hormigas; algoritmo de optimización de tormenta de ideas; optimización de la búsqueda de alimento bacteriano; algoritmo genético y computación evolutiva; optimización multiobjetivo; aprendizaje automático; procesamiento de datos; sistema multiagente y enjambre robótico, y otras aplicaciones.
Nota de contenido:	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 EvolutionPerformance -- 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.
En línea:	https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
Link:	https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i

11th International Conference, ICSI 2020, Belgrade, Serbia, July 14–20, 2020, Proceedings [documento electrónico] / Tan, Ying, ; Shi, Yuhui, ; Tuba, Milan,  . -  1 ed.  . - [s.l.] : Springer, 2020 . - XVII, 689 p. 242 ilustraciones, 162 ilustraciones en color.
ISBN : 978-3-030-53956-6
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.

Palabras clave:	Ciencias de la Computación  Ingeniería Informática  Red de computadoras  Software de la aplicacion  Ordenadores  Gestión de base de datos  Teoría de la Computación  Ingeniería Informática y Redes  Aplicaciones informáticas y de sistemas de información  Entornos informáticos  Sistema de administración de base de datos
Índice Dewey:	40.151
Resumen:	Este libro constituye las actas de la 11.ª Conferencia Internacional sobre Avances en Inteligencia de Enjambre, ICSI 2020, celebrada en julio de 2020 en Belgrado, Serbia. Debido a la pandemia de COVID-19 la conferencia se realizó de manera virtual. Los 63 artículos incluidos en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 127 presentaciones. Los artículos están organizados en 12 secciones temáticas coherentes de la siguiente manera: Inteligencia de enjambre y computación inspirada en la naturaleza; algoritmos informáticos basados ​​en enjambres para optimización; optimización de Enjambre de partículas; optimización de colonias de hormigas; algoritmo de optimización de tormenta de ideas; optimización de la búsqueda de alimento bacteriano; algoritmo genético y computación evolutiva; optimización multiobjetivo; aprendizaje automático; procesamiento de datos; sistema multiagente y enjambre robótico, y otras aplicaciones.
Nota de contenido:	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 EvolutionPerformance -- 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.
En línea:	https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
Link:	https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i