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Autor Tan, Ying |
Documentos disponibles escritos por este autor (16)
Crear una solicitud de compra Refinar búsqueda10th International Conference, ICSI 2019, Chiang Mai, Thailand, July 26–30, 2019, Proceedings, Part I / Tan, Ying ; Shi, Yuhui ; Niu, Ben
TÃtulo : 10th International Conference, ICSI 2019, Chiang Mai, Thailand, July 26–30, 2019, Proceedings, Part I Tipo de documento: documento electrónico Autores: Tan, Ying, ; Shi, Yuhui, ; Niu, Ben, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2019 Número de páginas: XIX, 462 p. 181 ilustraciones, 106 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-26369-0 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Algoritmos Inteligencia artificial Red de computadoras Unidades aritméticas y lógicas informáticas Software de la aplicacion Redes de comunicación informática Estructuras aritméticas y lógicas Aplicaciones informáticas y de sistemas de información Clasificación: Resumen: El conjunto de dos volúmenes de LNCS 11655 y 11656 constituye las actas de la Décima Conferencia Internacional sobre Avances en Inteligencia de Enjambre, ICSI 2019, celebrada en Chiang Mai, Tailandia, en junio de 2019. El total de 82 artÃculos presentados en estos volúmenes fue revisado cuidadosamente. y seleccionado entre 179 presentaciones. Los artÃculos se organizaron en secciones temáticas de la siguiente manera: Parte I: Métodos y algoritmos novedosos para la optimización; optimización de Enjambre de partÃculas; optimización de colonias de hormigas; algoritmos de fuegos artificiales y optimización de tormentas de ideas; algoritmos y mejoras de inteligencia de enjambre; algoritmo genético y evolución diferencial; robótica de enjambre. Parte II: Sistema multiagente; optimización multiobjetivo; Redes neuronales; aprendizaje automático; identificación y reconocimiento; gráfico de conocimiento y computación social; Calidad del servicio y gestión energética. Nota de contenido: Novel Models and Algorithms for Optimization -- Generative Adversarial Optimization -- Digital Model of Swarm Unit System with Interruptions -- Algorithm Integration Behavior for Discovering Group Membership Rules -- Success History Based Position Adaptation in Co-Operation of Biology Related Algorithms -- An Inter-Peer Communication Mechanism Based Water Cycle Algorithm -- Cooperation-based Gene Regulatory Network for Target Entrapment -- Population-based Metaheuristics for Planning Interval Training Sessions in Mountain Biking -- Comparison of Infrastructure and Adhoc Modes in Survivable Networks Enabled by Evolutionary Swarms -- Particle Swarm Optimization -- An Analysis of Control Parameter Importance in the Particle Swarm Optimization Algorithm -- Parameters Optimization Of Relay Self-Oscillations Sampled Data Controller Based On Particle Swarm Optimization -- Niching Particle Swarm Optimizer with Entropy-based Exploration Strategy for Global Optimization -- A Study on Designing an Aperiodic Antenna Array using Boolean PSO -- Building Energy Performance Optimization: A New Multi-Objective Particle Swarm Method -- A Novel PSOEDE Algorithm for Vehicle Scheduling Problem in Public Transportation -- Hierarchical Competition Framework for Particle Swarm Optimization -- Study on Method of Cutting Trajectory Planning Based on Improved Particle Swarm Optimization for Roadheader -- Variants and Parameter Investigations of Particle Swarm Optimisation for Solving Course Timetabling Problems -- Ant Colony Optimization -- Multiple Start Modifications Of Ant Colony Algorithm For Multiversion Software Design -- Ant Colony Algorithm for Cell Tracking Based on Gaussian Cloud Model -- Physarum-based Ant Colony Optimization for Graph Coloring Problem -- Ant Colony Algorithm Based Scheduling with Lot-sizing for Printed Circuit Board Assembly Shop -- Variable Speed Robot Navigation by an ACO Approach -- Solving Scheduling Problem in PCB Assembly and Its Optimization Using ACO -- Fireworks Algorithms and Brain Storm Optimization -- Accelerating Fireworks Algorithm with Weight-based Guiding Sparks -- Last-position Elimination-based Fireworks Algorithm for Function Optimization -- Planar Thinned Antenna Array Synthesis Using Modified Brain Storm Optimization -- Refrigerated Showcase Fault Detection by a Correntropy Based Artificial Neural Network Using Fast Brain Storm Optimization -- Swarm Intelligence Algorithms and Improvements -- Automatic Diet Generation by Artificial Bee Colony Algorithm -- A Multi-strategy Artificial Bee Colony Algorithm with Neighborhood Search -- Cuckoo Search Algorithm for Border Reconstruction of Medical Images with Rational Curves -- Quantum Behaved Fruit Fly Optimization Algorithm for Continuous Function Optimization Problems -- Parameter Estimation of a Nonlinear Hydrologic Model for Channel Flood Routing with The Bat Algorithm -- Bacterial Foraging Optimization with Memory and Clone Schemesfor Dynamic Environments -- Genetic Algorithm and Differential Evolution -- Evaluation of Genetic Algorithm and Hybrid Genetic Algorithm-Hill Climbing with Elitist for Lecturer University Timetabling Problem -- Federated Learning Assisted Interactive EDA with Dual Probabilistic Models for Personalized Search -- Second Order Differential Evolution for Constrained Optimization -- Computability and Stability for Hybrid Algorithms -- Swarm Robotics -- Stochastic Self-Organizing Control for Swarm Robot Systems -- Framework for Evaluation of Swarm-based Chemical Reaction Optimization Algorithm -- Mixed Game Pigeon-inspired Optimization for Unmanned Aircraft System Swarm Formation -- Research on UAV Task Assignment Method Based on Parental Genetic Algorithm -- A Comparison among the Denavit - Hartenberg, the Screw Theory, and the Iterative Methods to Solve Inverse Kinematics for Assistant Robot Arm. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] 10th International Conference, ICSI 2019, Chiang Mai, Thailand, July 26–30, 2019, Proceedings, Part I [documento electrónico] / Tan, Ying, ; Shi, Yuhui, ; Niu, Ben, . - 1 ed. . - [s.l.] : Springer, 2019 . - XIX, 462 p. 181 ilustraciones, 106 ilustraciones en color.
ISBN : 978-3-030-26369-0
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Algoritmos Inteligencia artificial Red de computadoras Unidades aritméticas y lógicas informáticas Software de la aplicacion Redes de comunicación informática Estructuras aritméticas y lógicas Aplicaciones informáticas y de sistemas de información Clasificación: Resumen: El conjunto de dos volúmenes de LNCS 11655 y 11656 constituye las actas de la Décima Conferencia Internacional sobre Avances en Inteligencia de Enjambre, ICSI 2019, celebrada en Chiang Mai, Tailandia, en junio de 2019. El total de 82 artÃculos presentados en estos volúmenes fue revisado cuidadosamente. y seleccionado entre 179 presentaciones. Los artÃculos se organizaron en secciones temáticas de la siguiente manera: Parte I: Métodos y algoritmos novedosos para la optimización; optimización de Enjambre de partÃculas; optimización de colonias de hormigas; algoritmos de fuegos artificiales y optimización de tormentas de ideas; algoritmos y mejoras de inteligencia de enjambre; algoritmo genético y evolución diferencial; robótica de enjambre. Parte II: Sistema multiagente; optimización multiobjetivo; Redes neuronales; aprendizaje automático; identificación y reconocimiento; gráfico de conocimiento y computación social; Calidad del servicio y gestión energética. Nota de contenido: Novel Models and Algorithms for Optimization -- Generative Adversarial Optimization -- Digital Model of Swarm Unit System with Interruptions -- Algorithm Integration Behavior for Discovering Group Membership Rules -- Success History Based Position Adaptation in Co-Operation of Biology Related Algorithms -- An Inter-Peer Communication Mechanism Based Water Cycle Algorithm -- Cooperation-based Gene Regulatory Network for Target Entrapment -- Population-based Metaheuristics for Planning Interval Training Sessions in Mountain Biking -- Comparison of Infrastructure and Adhoc Modes in Survivable Networks Enabled by Evolutionary Swarms -- Particle Swarm Optimization -- An Analysis of Control Parameter Importance in the Particle Swarm Optimization Algorithm -- Parameters Optimization Of Relay Self-Oscillations Sampled Data Controller Based On Particle Swarm Optimization -- Niching Particle Swarm Optimizer with Entropy-based Exploration Strategy for Global Optimization -- A Study on Designing an Aperiodic Antenna Array using Boolean PSO -- Building Energy Performance Optimization: A New Multi-Objective Particle Swarm Method -- A Novel PSOEDE Algorithm for Vehicle Scheduling Problem in Public Transportation -- Hierarchical Competition Framework for Particle Swarm Optimization -- Study on Method of Cutting Trajectory Planning Based on Improved Particle Swarm Optimization for Roadheader -- Variants and Parameter Investigations of Particle Swarm Optimisation for Solving Course Timetabling Problems -- Ant Colony Optimization -- Multiple Start Modifications Of Ant Colony Algorithm For Multiversion Software Design -- Ant Colony Algorithm for Cell Tracking Based on Gaussian Cloud Model -- Physarum-based Ant Colony Optimization for Graph Coloring Problem -- Ant Colony Algorithm Based Scheduling with Lot-sizing for Printed Circuit Board Assembly Shop -- Variable Speed Robot Navigation by an ACO Approach -- Solving Scheduling Problem in PCB Assembly and Its Optimization Using ACO -- Fireworks Algorithms and Brain Storm Optimization -- Accelerating Fireworks Algorithm with Weight-based Guiding Sparks -- Last-position Elimination-based Fireworks Algorithm for Function Optimization -- Planar Thinned Antenna Array Synthesis Using Modified Brain Storm Optimization -- Refrigerated Showcase Fault Detection by a Correntropy Based Artificial Neural Network Using Fast Brain Storm Optimization -- Swarm Intelligence Algorithms and Improvements -- Automatic Diet Generation by Artificial Bee Colony Algorithm -- A Multi-strategy Artificial Bee Colony Algorithm with Neighborhood Search -- Cuckoo Search Algorithm for Border Reconstruction of Medical Images with Rational Curves -- Quantum Behaved Fruit Fly Optimization Algorithm for Continuous Function Optimization Problems -- Parameter Estimation of a Nonlinear Hydrologic Model for Channel Flood Routing with The Bat Algorithm -- Bacterial Foraging Optimization with Memory and Clone Schemesfor Dynamic Environments -- Genetic Algorithm and Differential Evolution -- Evaluation of Genetic Algorithm and Hybrid Genetic Algorithm-Hill Climbing with Elitist for Lecturer University Timetabling Problem -- Federated Learning Assisted Interactive EDA with Dual Probabilistic Models for Personalized Search -- Second Order Differential Evolution for Constrained Optimization -- Computability and Stability for Hybrid Algorithms -- Swarm Robotics -- Stochastic Self-Organizing Control for Swarm Robot Systems -- Framework for Evaluation of Swarm-based Chemical Reaction Optimization Algorithm -- Mixed Game Pigeon-inspired Optimization for Unmanned Aircraft System Swarm Formation -- Research on UAV Task Assignment Method Based on Parental Genetic Algorithm -- A Comparison among the Denavit - Hartenberg, the Screw Theory, and the Iterative Methods to Solve Inverse Kinematics for Assistant Robot Arm. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : 10th International Conference, ICSI 2019, Chiang Mai, Thailand, July 26–30, 2019, Proceedings, Part II Tipo de documento: documento electrónico Autores: Tan, Ying, ; Shi, Yuhui, ; Niu, Ben, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2019 Número de páginas: XX, 414 p. 230 ilustraciones, 115 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-26354-6 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Algoritmos Inteligencia artificial Red de computadoras Unidades aritméticas y lógicas informáticas Software de la aplicacion Redes de comunicación informática Estructuras aritméticas y lógicas Aplicaciones informáticas y de sistemas de información Clasificación: Resumen: El conjunto de dos volúmenes de LNCS 11655 y 11656 constituye las actas de la Décima Conferencia Internacional sobre Avances en Inteligencia de Enjambre, ICSI 2019, celebrada en Chiang Mai, Tailandia, en junio de 2019. El total de 82 artÃculos presentados en estos volúmenes fue revisado cuidadosamente. y seleccionado entre 179 presentaciones. Los artÃculos se organizaron en secciones temáticas de la siguiente manera: Parte I: Métodos y algoritmos novedosos para la optimización; optimización de Enjambre de partÃculas; optimización de colonias de hormigas; algoritmos de fuegos artificiales y optimización de tormentas de ideas; algoritmos y mejoras de inteligencia de enjambre; algoritmo genético y evolución diferencial; robótica de enjambre. Parte II: Sistema multiagente; optimización multiobjetivo; Redes neuronales; aprendizaje automático; identificación y reconocimiento; gráfico de conocimiento y computación social; Calidad del servicio y gestión energética. Nota de contenido: Multi-agent System -- Multi-robot Cooperation Strategy in a Partially Observable Markov Game Using Enhanced Deep Deterministic Policy Gradient -- Research on the Construction of Underwater Platform Combat Deduction System Based on Service-Oriented and Multi-Agent Technology -- Context-aware Layered Learning for Argumentation Based Multiagent Collaborative Recognition -- TH-GRN Model Based Collective Tracking in Confined Environment -- Multi-Objective Optimization -- Multi-objective Optimization of a Steering Linkage Using Alternative Objective Functions -- Using two reproduction operators for Balancing Convergence and Diversity in MOEA/D -- A Surrogate-Assisted Improved Many-Objective Evolutionary Algorithm -- Research of Multi-objective Personalized Recommendation Algorithm Based on Multi-thread Concurrency -- Multi-criteria Recommender Systems Based on Multi-objective Hydrologic Cycle Optimization -- Neural Networks -- Convolutional Neural Network Inception-v3: A Machine Learning Approach for Leveling Short-Range Rainfall Forecast Model from Satellite Image -- Application of Convolutional Neural Network in Object Recognition of Remote Sensing Image -- Paragraph Coherence Detection Model Based on Recurrent Neural Networks -- Use of Artificial Neural Networks in Determining Domestic Violence Predictors -- Acute Lymphoblastic Leukemia Cell Detection in Microscopic Digital Images Based on Shape and Texture Features -- Novel Algorithm for Blind Classification of Space-Time Block Codes in cognitive radio -- Spiking Neural Models and Their Application in DNA Microarrays Classification -- An Unified View on the Feedforward Neural Network Architecture -- Machine Learning -- Efficient Android Phishing Detection Based on Improved Naïve Bayes Algorithm -- Parkinson Disease Analysis Using Supervised and Unsupervised Techniques -- Implementation of the Eclipse Process Framework Composer Tool for the Documentation of Quality Management Systems: A Case Applied in HealthcareServices -- Enkephalon - Technological Platform to Support the Diagnosis of Alzheimer's Disease through the Analysis of Resonance Images Using Data Mining Techniques -- Experience on Learning through an AR-based Course -- Identification and Recognition -- Seismograph Design for Landslide Monitoring in The Andean Region Using Automatic Control Techniques and Mathematical Modeling -- Improving Chinese Named Entity Recognition with Semantic Information of Character Multi-position Representation -- The Discourse Structure Recognition Model Based on Text Classification -- Ballistic Wind Speed Identification Method Based on Hierarchical Optimization Algorithm -- BackgroundNet: Small Dataset-based Object Detection in Stationary Scenes -- A New Method for Identification of Essential Proteins by Information Entropy of Protein Complex and Subcellular Localization -- Research on Fault Diagnosis Method Based on RSAPSO-DBN -- Standard Modeling Practice Research for A Safety Technical Disclosure of WindTurbine Maintenance Systems -- Social Computing and Knowledge Graph -- The Critical Factor Prompting the Usage of a Social Computing -- Social Coalition-based V2V Broadcasting Optimization Algorithm in VANETs -- An Interpretable Recommendations Approach Based On User Preferences And Knowledge Graph -- WSIA: Web Ontological Search Engine based on Smart Agents Applied to Scientific Articles -- Service Quality and Energy Management -- Record Management in the Cloud: Service Quality and Service Level Agreement -- Recovering Scale in Monocular DSO Using Multi-sensor Data -- Energy Management Strategy (EMS) for Hybrid Electric Vehicles Based on Safe Experimentation Dynamics (SED) -- Serial Interface Converter of Micromechanical Sensors to a Parallel Interface -- The Location Privacy Preserving Scheme Based on Hilbert Curve for Indoor LBS -- SSwWS: Structural Model of Information Architecture. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] 10th International Conference, ICSI 2019, Chiang Mai, Thailand, July 26–30, 2019, Proceedings, Part II [documento electrónico] / Tan, Ying, ; Shi, Yuhui, ; Niu, Ben, . - 1 ed. . - [s.l.] : Springer, 2019 . - XX, 414 p. 230 ilustraciones, 115 ilustraciones en color.
ISBN : 978-3-030-26354-6
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Algoritmos Inteligencia artificial Red de computadoras Unidades aritméticas y lógicas informáticas Software de la aplicacion Redes de comunicación informática Estructuras aritméticas y lógicas Aplicaciones informáticas y de sistemas de información Clasificación: Resumen: El conjunto de dos volúmenes de LNCS 11655 y 11656 constituye las actas de la Décima Conferencia Internacional sobre Avances en Inteligencia de Enjambre, ICSI 2019, celebrada en Chiang Mai, Tailandia, en junio de 2019. El total de 82 artÃculos presentados en estos volúmenes fue revisado cuidadosamente. y seleccionado entre 179 presentaciones. Los artÃculos se organizaron en secciones temáticas de la siguiente manera: Parte I: Métodos y algoritmos novedosos para la optimización; optimización de Enjambre de partÃculas; optimización de colonias de hormigas; algoritmos de fuegos artificiales y optimización de tormentas de ideas; algoritmos y mejoras de inteligencia de enjambre; algoritmo genético y evolución diferencial; robótica de enjambre. Parte II: Sistema multiagente; optimización multiobjetivo; Redes neuronales; aprendizaje automático; identificación y reconocimiento; gráfico de conocimiento y computación social; Calidad del servicio y gestión energética. Nota de contenido: Multi-agent System -- Multi-robot Cooperation Strategy in a Partially Observable Markov Game Using Enhanced Deep Deterministic Policy Gradient -- Research on the Construction of Underwater Platform Combat Deduction System Based on Service-Oriented and Multi-Agent Technology -- Context-aware Layered Learning for Argumentation Based Multiagent Collaborative Recognition -- TH-GRN Model Based Collective Tracking in Confined Environment -- Multi-Objective Optimization -- Multi-objective Optimization of a Steering Linkage Using Alternative Objective Functions -- Using two reproduction operators for Balancing Convergence and Diversity in MOEA/D -- A Surrogate-Assisted Improved Many-Objective Evolutionary Algorithm -- Research of Multi-objective Personalized Recommendation Algorithm Based on Multi-thread Concurrency -- Multi-criteria Recommender Systems Based on Multi-objective Hydrologic Cycle Optimization -- Neural Networks -- Convolutional Neural Network Inception-v3: A Machine Learning Approach for Leveling Short-Range Rainfall Forecast Model from Satellite Image -- Application of Convolutional Neural Network in Object Recognition of Remote Sensing Image -- Paragraph Coherence Detection Model Based on Recurrent Neural Networks -- Use of Artificial Neural Networks in Determining Domestic Violence Predictors -- Acute Lymphoblastic Leukemia Cell Detection in Microscopic Digital Images Based on Shape and Texture Features -- Novel Algorithm for Blind Classification of Space-Time Block Codes in cognitive radio -- Spiking Neural Models and Their Application in DNA Microarrays Classification -- An Unified View on the Feedforward Neural Network Architecture -- Machine Learning -- Efficient Android Phishing Detection Based on Improved Naïve Bayes Algorithm -- Parkinson Disease Analysis Using Supervised and Unsupervised Techniques -- Implementation of the Eclipse Process Framework Composer Tool for the Documentation of Quality Management Systems: A Case Applied in HealthcareServices -- Enkephalon - Technological Platform to Support the Diagnosis of Alzheimer's Disease through the Analysis of Resonance Images Using Data Mining Techniques -- Experience on Learning through an AR-based Course -- Identification and Recognition -- Seismograph Design for Landslide Monitoring in The Andean Region Using Automatic Control Techniques and Mathematical Modeling -- Improving Chinese Named Entity Recognition with Semantic Information of Character Multi-position Representation -- The Discourse Structure Recognition Model Based on Text Classification -- Ballistic Wind Speed Identification Method Based on Hierarchical Optimization Algorithm -- BackgroundNet: Small Dataset-based Object Detection in Stationary Scenes -- A New Method for Identification of Essential Proteins by Information Entropy of Protein Complex and Subcellular Localization -- Research on Fault Diagnosis Method Based on RSAPSO-DBN -- Standard Modeling Practice Research for A Safety Technical Disclosure of WindTurbine Maintenance Systems -- Social Computing and Knowledge Graph -- The Critical Factor Prompting the Usage of a Social Computing -- Social Coalition-based V2V Broadcasting Optimization Algorithm in VANETs -- An Interpretable Recommendations Approach Based On User Preferences And Knowledge Graph -- WSIA: Web Ontological Search Engine based on Smart Agents Applied to Scientific Articles -- Service Quality and Energy Management -- Record Management in the Cloud: Service Quality and Service Level Agreement -- Recovering Scale in Monocular DSO Using Multi-sensor Data -- Energy Management Strategy (EMS) for Hybrid Electric Vehicles Based on Safe Experimentation Dynamics (SED) -- Serial Interface Converter of Micromechanical Sensors to a Parallel Interface -- The Location Privacy Preserving Scheme Based on Hilbert Curve for Indoor LBS -- SSwWS: Structural Model of Information Architecture. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : 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 IngenierÃa Informática Red de computadoras Software de la aplicacion Ordenadores Gestión de base de datos TeorÃa de la Computación IngenierÃa Informática y Redes Aplicaciones informáticas y de sistemas de información Entornos informáticos Sistema de administración de base de datos Clasificación: 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 artÃculos incluidos en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 127 presentaciones. Los artÃculos 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 partÃculas; 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. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] 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 IngenierÃa Informática Red de computadoras Software de la aplicacion Ordenadores Gestión de base de datos TeorÃa de la Computación IngenierÃa Informática y Redes Aplicaciones informáticas y de sistemas de información Entornos informáticos Sistema de administración de base de datos Clasificación: 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 artÃculos incluidos en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 127 presentaciones. Los artÃculos 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 partÃculas; 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. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : 11th International Conference, SEAL 2017, Shenzhen, China, November 10–13, 2017, Proceedings Tipo de documento: documento electrónico Autores: Shi, Yuhui, ; Tan, Kay Chen, ; Zhang, Mengjie, ; Tang, Ke, ; Li, Xiaodong, ; Zhang, Qingfu, ; Tan, Ying, ; Middendorf, Martin, ; Jin, Yaochu, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2017 Número de páginas: XXII, 1041 p. 317 ilustraciones ISBN/ISSN/DL: 978-3-319-68759-9 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 Inteligencia artificial Algoritmos Red de computadoras Simulación por ordenador TeorÃa de la Computación Modelos de Computación Redes de comunicación informática Modelado por computadora Clasificación: Resumen: Este libro constituye las actas arbitradas de la 11.ª Conferencia Internacional sobre Evolución y Aprendizaje Simulado, SEAL 2017, celebrada en Shenzhen, China, en noviembre de 2017. Los 85 artÃculos presentados en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 145 presentaciones. Estaban organizados en secciones temáticas denominadas: optimización evolutiva; optimización evolutiva multiobjetivo; aprendizaje automático evolutivo; desarrollos teóricos; selección de caracterÃsticas y reducción de dimensionalidad; entornos dinámicos e inciertos; aplicaciones del mundo real; sistemas adaptativos; e inteligencia de enjambre. Nota de contenido: Evolutionary Optimisation -- Maximum Likelihood Estimation based on Random Subspace EDA: Application to Extrasolar Planet Detection -- Evolutionary Games Network Reconstruction by Memetic Algorithm with l1/2 Regularization -- A Simple Brain Storm Optimization Algorithm via Visualizing Confidence Intervals -- Simulated Annealing with a Time-slot Heuristic for Ready-mix Concrete Delivery -- A Sequential Learnable Evolutionary Algorithm with a Novel Knowledge Base Generation Method -- Using Parallel Strategies to Speed Up Pareto Local Search -- Differential evolution based hyper-heuristic for the flexible job-shop scheduling problem with fuzzy processing time -- ACO-iRBA: A Hybrid Approach to TSPN with Overlapping Neighborhoods -- An Evolutionary Algorithm with A New Coding Scheme for Multi-objective Portfolio Optimization -- Exact Approaches for the Travelling Thief Problem -- On the Use of Dynamic Reference Points in HypE -- Multi-Factorial Evolutionary Algorithm Based on M2M Decomposition -- An Efficient Local Search Algorithm for Minimum Weighted Vertex Cover on Massive Graphs -- Interactive Genetic Algorithm with Group Intelligence Articulated Possibilistic Condition Preference Model -- GP-Based Approach to Comprehensive Quality-Aware Automated Semantic Web Service Composition -- Matrix Factorization based Benchmark Set Analysis: A Case Study on HyFlex.-Learning to Describe Collective Search Behavior of Evolutionary Algorithms in Solution Space -- Evolutionary Multiobjective Optimisation -- A Hierarchical Decomposition-based Evolutionary Many-objective Algorithm -- Adjusting Parallel Coordinates for Investigating Multi-Objective Search -- An Elite Archive-based MOEA/D Algorithm -- A constraint partitioning method based on minimax strategy for constrained multiobjective optimization problems -- A Fast Objective Reduction Algorithm based on Dominance Structure for Many Objective Optimization -- A memetic algorithm based on decomposition and extended search for Multi-Objective CapacitatedArc Routing Problem -- Improvement of reference points for decomposition based multi-objective evolutionary algorithms -- Multi-Objective Evolutionary Optimization for Autonomous Intersection Management -- Study of an adaptive control of aggregate functions in MOEA/D -- Use of Inverted Triangular Weight Vectors in Decomposition-Based Many-Objective Algorithms -- Surrogate Model Assisted Multi-Objective Differential Evolution Algorithm for Performance Optimization at Software Architecture Level -- Normalized Ranking Based Particle Swarm Optimizer for Many Objective Optimization -- Evolutionary Machine Learning -- A Study on Pre-Training Deep Neural Networks Using Particle Swarm Optimisation -- Simple Linkage Identification Using Genetic Clustering -- Learning of Sparse Fuzzy Cognitive Maps Using Evolutionary Algorithm with Lasso Initialization -- A Bayesian Restarting Approach to Algorithm Selection -- Evolutionary Learning based Iterated Local Search for Google Machine Reassignment Problems -- Geometric Semantic Genetic Programming with Perpendicular Crossover and Random Segment Mutation for Symbolic Regression -- Constrained Dimensionally Aware Genetic Programming for Evolving Interpretable Dispatching Rules in Dynamic Job Shop Scheduling -- Visualisation and Optimisation of Learning Classifier Systems for Multiple Domain Learning -- Adaptive Memetic Algorithm Based Evolutionary Multi-tasking Single-objective Optimization -- Effective Policy Gradient Search for Reinforcement Learning through NEAT based Feature Extraction -- Generalized Hybrid Evolutionary Algorithm Framework with a Mutation Operator Requiring no Adaptation -- A Multitree Genetic Programming Representation for Automatically Evolving Texture Image Descriptors -- Theoretical Developments -- Running-time Analysis of Particle Swarm Optimization with a Single Particle Based on Average Gain -- Evolutionary Computation Theory for Remote Sensing Image Clustering: A Survey -- Feature Selection and Dimensionality Reduction -- New Representations in Genetic Programming for Feature Construction in k-means Clustering -- Transductive Transfer Learning in Genetic Programming for Document Classification -- Automatic Feature Construction for Network Intrusion Detection -- A Feature Subset Evaluation Method based on Multi-objective Optimization -- A Hybrid GA-GP Method for Feature Reduction in Classification -- Kernel Construction and Feature Subset Selection in Support Vector Machines -- KW-Race and Fast KW-Race: Racing-based Frameworks for Tuning Parameters of Evolutionary Algorithms on Black-box Optimization Problems -- Dynamic and Uncertain Environments -- A Probabilistic Learning Algorithm for the Shortest Path Problem -- A first-order difference model-based evolutionary dynamic multiobjective optimization -- A Construction Graph-based Evolutionary Algorithm For Traveling Salesman Problem -- Real-world Applications -- Bi-objective water cycle algorithm for solving remanufacturing rescheduling problem -- A New Method for Constructing Ensemble Classifier in Privacy-Preserving Distributed Environment -- Greedy based Pareto Local Search for Bi-objective Robust Airport Gate Assignment Problem -- Multi-neighbourhood Great Deluge for Google Machine Reassignment Problem -- Evolutionary Optimization of Airport Security Inspection Allocation -- Evolving Directional Changes Trading Strategies with a New Event-based Indicator -- Constrained Differential Evolution for Cost and Energy Efficiency Optimization in 5G Wireless Networks -- Evolutionary Computation to Determine Product Builds in Open Pit Mining -- An Evolutionary Vulnerability Detection Method for HFSWR Ship Tracking Algorithm -- Genetic Programming for Lifetime Maximization in Wireless Sensor Networks with Mobile Sink -- Unsupervised Change Detection for Remote Sensing Images Based on Principal Component Analysis and Differential Evolution -- Parallel particle swarm optimization for community detection in large-scale networks -- Multi-objective memetic algorithm based onthree-dimentional request prediction for dynamic pickup-and-delivery problem with time windows -- Optimization of Spectrum-Energy Efficiency in Heterogeneous Communication Network -- Large scale WSN deployment based on an improved cooperative coevolutionary PSO with global differential grouping -- Adaptive Systems -- Learning Fuzzy Cognitive Maps Using a Genetic Algorithm with Decision-making Trial and Evaluation -- Dynamic and Adaptive Threshold for DNN Compression from Scratch -- Cooperative Design of Two Level Fuzzy Logic Controllers for Medium Access Control in Wireless Body Area Networks -- Statistical Analysis of Social Coding in GitHub Hypernetwork -- Swarm Intelligence -- Sparse Restricted Boltzmann Machine Based on Multiobjective Optimization -- A Knee Point Driven Particle Swarm Optimization Algorithm for Sparse Reconstruction -- Multivariant optimization algorithm with bimodal-gauss -- Enhanced Comprehensive Learning Particle Swarm Optimization with Exemplar Evolution -- Recommending PSOvariants using meta-learning framework for global optimization -- Augmented Brain Storm Optimization with Mutation Strategies -- A new precedence-based Ant Colony Optimization for permutation problems -- A general swarm intelligence model for continuous function optimization -- A Hybrid Particle Swarm Optimization for High-Dimensional Dynamic Optimization -- Visualizing the Search Dynamics in a High-dimensional Space for a Particle Swarm Optimizer -- Particle Swarm Optimization with Winning Score Assignment for Multi-objective Portfolio Optimization -- Conservatism and Adventurism in Particle Swarm Optimization Algorithm -- A competitive social spider optimization with learning strategy for PID controller optimization.  . Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] 11th International Conference, SEAL 2017, Shenzhen, China, November 10–13, 2017, Proceedings [documento electrónico] / Shi, Yuhui, ; Tan, Kay Chen, ; Zhang, Mengjie, ; Tang, Ke, ; Li, Xiaodong, ; Zhang, Qingfu, ; Tan, Ying, ; Middendorf, Martin, ; Jin, Yaochu, . - 1 ed. . - [s.l.] : Springer, 2017 . - XXII, 1041 p. 317 ilustraciones.
ISBN : 978-3-319-68759-9
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 Inteligencia artificial Algoritmos Red de computadoras Simulación por ordenador TeorÃa de la Computación Modelos de Computación Redes de comunicación informática Modelado por computadora Clasificación: Resumen: Este libro constituye las actas arbitradas de la 11.ª Conferencia Internacional sobre Evolución y Aprendizaje Simulado, SEAL 2017, celebrada en Shenzhen, China, en noviembre de 2017. Los 85 artÃculos presentados en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 145 presentaciones. Estaban organizados en secciones temáticas denominadas: optimización evolutiva; optimización evolutiva multiobjetivo; aprendizaje automático evolutivo; desarrollos teóricos; selección de caracterÃsticas y reducción de dimensionalidad; entornos dinámicos e inciertos; aplicaciones del mundo real; sistemas adaptativos; e inteligencia de enjambre. Nota de contenido: Evolutionary Optimisation -- Maximum Likelihood Estimation based on Random Subspace EDA: Application to Extrasolar Planet Detection -- Evolutionary Games Network Reconstruction by Memetic Algorithm with l1/2 Regularization -- A Simple Brain Storm Optimization Algorithm via Visualizing Confidence Intervals -- Simulated Annealing with a Time-slot Heuristic for Ready-mix Concrete Delivery -- A Sequential Learnable Evolutionary Algorithm with a Novel Knowledge Base Generation Method -- Using Parallel Strategies to Speed Up Pareto Local Search -- Differential evolution based hyper-heuristic for the flexible job-shop scheduling problem with fuzzy processing time -- ACO-iRBA: A Hybrid Approach to TSPN with Overlapping Neighborhoods -- An Evolutionary Algorithm with A New Coding Scheme for Multi-objective Portfolio Optimization -- Exact Approaches for the Travelling Thief Problem -- On the Use of Dynamic Reference Points in HypE -- Multi-Factorial Evolutionary Algorithm Based on M2M Decomposition -- An Efficient Local Search Algorithm for Minimum Weighted Vertex Cover on Massive Graphs -- Interactive Genetic Algorithm with Group Intelligence Articulated Possibilistic Condition Preference Model -- GP-Based Approach to Comprehensive Quality-Aware Automated Semantic Web Service Composition -- Matrix Factorization based Benchmark Set Analysis: A Case Study on HyFlex.-Learning to Describe Collective Search Behavior of Evolutionary Algorithms in Solution Space -- Evolutionary Multiobjective Optimisation -- A Hierarchical Decomposition-based Evolutionary Many-objective Algorithm -- Adjusting Parallel Coordinates for Investigating Multi-Objective Search -- An Elite Archive-based MOEA/D Algorithm -- A constraint partitioning method based on minimax strategy for constrained multiobjective optimization problems -- A Fast Objective Reduction Algorithm based on Dominance Structure for Many Objective Optimization -- A memetic algorithm based on decomposition and extended search for Multi-Objective CapacitatedArc Routing Problem -- Improvement of reference points for decomposition based multi-objective evolutionary algorithms -- Multi-Objective Evolutionary Optimization for Autonomous Intersection Management -- Study of an adaptive control of aggregate functions in MOEA/D -- Use of Inverted Triangular Weight Vectors in Decomposition-Based Many-Objective Algorithms -- Surrogate Model Assisted Multi-Objective Differential Evolution Algorithm for Performance Optimization at Software Architecture Level -- Normalized Ranking Based Particle Swarm Optimizer for Many Objective Optimization -- Evolutionary Machine Learning -- A Study on Pre-Training Deep Neural Networks Using Particle Swarm Optimisation -- Simple Linkage Identification Using Genetic Clustering -- Learning of Sparse Fuzzy Cognitive Maps Using Evolutionary Algorithm with Lasso Initialization -- A Bayesian Restarting Approach to Algorithm Selection -- Evolutionary Learning based Iterated Local Search for Google Machine Reassignment Problems -- Geometric Semantic Genetic Programming with Perpendicular Crossover and Random Segment Mutation for Symbolic Regression -- Constrained Dimensionally Aware Genetic Programming for Evolving Interpretable Dispatching Rules in Dynamic Job Shop Scheduling -- Visualisation and Optimisation of Learning Classifier Systems for Multiple Domain Learning -- Adaptive Memetic Algorithm Based Evolutionary Multi-tasking Single-objective Optimization -- Effective Policy Gradient Search for Reinforcement Learning through NEAT based Feature Extraction -- Generalized Hybrid Evolutionary Algorithm Framework with a Mutation Operator Requiring no Adaptation -- A Multitree Genetic Programming Representation for Automatically Evolving Texture Image Descriptors -- Theoretical Developments -- Running-time Analysis of Particle Swarm Optimization with a Single Particle Based on Average Gain -- Evolutionary Computation Theory for Remote Sensing Image Clustering: A Survey -- Feature Selection and Dimensionality Reduction -- New Representations in Genetic Programming for Feature Construction in k-means Clustering -- Transductive Transfer Learning in Genetic Programming for Document Classification -- Automatic Feature Construction for Network Intrusion Detection -- A Feature Subset Evaluation Method based on Multi-objective Optimization -- A Hybrid GA-GP Method for Feature Reduction in Classification -- Kernel Construction and Feature Subset Selection in Support Vector Machines -- KW-Race and Fast KW-Race: Racing-based Frameworks for Tuning Parameters of Evolutionary Algorithms on Black-box Optimization Problems -- Dynamic and Uncertain Environments -- A Probabilistic Learning Algorithm for the Shortest Path Problem -- A first-order difference model-based evolutionary dynamic multiobjective optimization -- A Construction Graph-based Evolutionary Algorithm For Traveling Salesman Problem -- Real-world Applications -- Bi-objective water cycle algorithm for solving remanufacturing rescheduling problem -- A New Method for Constructing Ensemble Classifier in Privacy-Preserving Distributed Environment -- Greedy based Pareto Local Search for Bi-objective Robust Airport Gate Assignment Problem -- Multi-neighbourhood Great Deluge for Google Machine Reassignment Problem -- Evolutionary Optimization of Airport Security Inspection Allocation -- Evolving Directional Changes Trading Strategies with a New Event-based Indicator -- Constrained Differential Evolution for Cost and Energy Efficiency Optimization in 5G Wireless Networks -- Evolutionary Computation to Determine Product Builds in Open Pit Mining -- An Evolutionary Vulnerability Detection Method for HFSWR Ship Tracking Algorithm -- Genetic Programming for Lifetime Maximization in Wireless Sensor Networks with Mobile Sink -- Unsupervised Change Detection for Remote Sensing Images Based on Principal Component Analysis and Differential Evolution -- Parallel particle swarm optimization for community detection in large-scale networks -- Multi-objective memetic algorithm based onthree-dimentional request prediction for dynamic pickup-and-delivery problem with time windows -- Optimization of Spectrum-Energy Efficiency in Heterogeneous Communication Network -- Large scale WSN deployment based on an improved cooperative coevolutionary PSO with global differential grouping -- Adaptive Systems -- Learning Fuzzy Cognitive Maps Using a Genetic Algorithm with Decision-making Trial and Evaluation -- Dynamic and Adaptive Threshold for DNN Compression from Scratch -- Cooperative Design of Two Level Fuzzy Logic Controllers for Medium Access Control in Wireless Body Area Networks -- Statistical Analysis of Social Coding in GitHub Hypernetwork -- Swarm Intelligence -- Sparse Restricted Boltzmann Machine Based on Multiobjective Optimization -- A Knee Point Driven Particle Swarm Optimization Algorithm for Sparse Reconstruction -- Multivariant optimization algorithm with bimodal-gauss -- Enhanced Comprehensive Learning Particle Swarm Optimization with Exemplar Evolution -- Recommending PSOvariants using meta-learning framework for global optimization -- Augmented Brain Storm Optimization with Mutation Strategies -- A new precedence-based Ant Colony Optimization for permutation problems -- A general swarm intelligence model for continuous function optimization -- A Hybrid Particle Swarm Optimization for High-Dimensional Dynamic Optimization -- Visualizing the Search Dynamics in a High-dimensional Space for a Particle Swarm Optimizer -- Particle Swarm Optimization with Winning Score Assignment for Multi-objective Portfolio Optimization -- Conservatism and Adventurism in Particle Swarm Optimization Algorithm -- A competitive social spider optimization with learning strategy for PID controller optimization.  . Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : 12th International Conference, ICSI 2021, Qingdao, China, July 17–21, 2021, Proceedings, Part I Tipo de documento: documento electrónico Autores: Tan, Ying, ; Shi, Yuhui, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2021 Número de páginas: XX, 586 p. 176 ilustraciones, 123 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-78743-1 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 Red de computadoras Computadoras Propósitos especiales Ciencias sociales Inteligencia artificial TeorÃa de la Computación Redes de comunicación informática Sistemas de propósito especial y basados ​​en aplicaciones Aplicación informática en ciencias sociales y del comportamiento Computadoras y Educación Clasificación: Resumen: Este conjunto de dos volúmenes LNCS 12689-12690 constituye las actas arbitradas de la 12.ª Conferencia Internacional sobre Avances en Inteligencia de Enjambre, ICSI 2021, celebrada en Qingdao, China, en julio de 2021. Los 104 artÃculos completos presentados en este volumen fueron cuidadosamente revisados ​​y seleccionados. de 177 presentaciones. Cubren temas como: inteligencia de enjambre y computación inspirada en la naturaleza; Algoritmos informáticos basados ​​en enjambres para optimización; Optimización de Enjambre de partÃculas; Optimización de colonias de hormigas; Evolución Diferencial; Algoritmo Genético y Computación Evolutiva; Algoritmos de fuegos artificiales; Algoritmo de optimización de lluvia de ideas; Algoritmo de optimización de la búsqueda de alimento bacteriano; Métodos de Computación del ADN; Optimización multiobjetivo; Robótica Swarm y Sistema Multiagente; Cooperación y Control de UAV; Aprendizaje automático; Procesamiento de datos; y otras aplicaciones. Nota de contenido: Swarm Intelligence and Nature-Inspired Computing -- Swarm-based Computing Algorithms for Optimization -- Particle Swarm Optimization -- Ant Colony Optimization -- Differential Evolution -- Genetic Algorithm and Evolutionary Computation -- Fireworks Algorithms -- Brain Storm Optimization Algorithm -- Bacterial Foraging Optimization Algorithm -- DNA Computing Methods. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] 12th International Conference, ICSI 2021, Qingdao, China, July 17–21, 2021, Proceedings, Part I [documento electrónico] / Tan, Ying, ; Shi, Yuhui, . - 1 ed. . - [s.l.] : Springer, 2021 . - XX, 586 p. 176 ilustraciones, 123 ilustraciones en color.
ISBN : 978-3-030-78743-1
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 Red de computadoras Computadoras Propósitos especiales Ciencias sociales Inteligencia artificial TeorÃa de la Computación Redes de comunicación informática Sistemas de propósito especial y basados ​​en aplicaciones Aplicación informática en ciencias sociales y del comportamiento Computadoras y Educación Clasificación: Resumen: Este conjunto de dos volúmenes LNCS 12689-12690 constituye las actas arbitradas de la 12.ª Conferencia Internacional sobre Avances en Inteligencia de Enjambre, ICSI 2021, celebrada en Qingdao, China, en julio de 2021. Los 104 artÃculos completos presentados en este volumen fueron cuidadosamente revisados ​​y seleccionados. de 177 presentaciones. Cubren temas como: inteligencia de enjambre y computación inspirada en la naturaleza; Algoritmos informáticos basados ​​en enjambres para optimización; Optimización de Enjambre de partÃculas; Optimización de colonias de hormigas; Evolución Diferencial; Algoritmo Genético y Computación Evolutiva; Algoritmos de fuegos artificiales; Algoritmo de optimización de lluvia de ideas; Algoritmo de optimización de la búsqueda de alimento bacteriano; Métodos de Computación del ADN; Optimización multiobjetivo; Robótica Swarm y Sistema Multiagente; Cooperación y Control de UAV; Aprendizaje automático; Procesamiento de datos; y otras aplicaciones. Nota de contenido: Swarm Intelligence and Nature-Inspired Computing -- Swarm-based Computing Algorithms for Optimization -- Particle Swarm Optimization -- Ant Colony Optimization -- Differential Evolution -- Genetic Algorithm and Evolutionary Computation -- Fireworks Algorithms -- Brain Storm Optimization Algorithm -- Bacterial Foraging Optimization Algorithm -- DNA Computing Methods. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
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