Título :	8th International Conference, ICSI 2017, Fukuoka, Japan, July 27 – August 1, 2017, Proceedings, Part II
Tipo de documento:	documento electrónico
Autores:	Tan, Ying, ; Takagi, Hideyuki, ; Shi, Yuhui, ; Niu, Ben,
Mención de edición:	1 ed.
Editorial:	[s.l.] : Springer
Fecha de publicación:	2017
Número de páginas:	XXVII, 641 p. 214 ilustraciones
ISBN/ISSN/DL:	978-3-319-61833-3
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  Análisis numérico  Procesamiento de datos  Inteligencia artificial  Simulación por ordenador  Minería de datos y descubrimiento de conocimientos  Modelado por computadora
Índice Dewey:	518.1
Resumen:	El conjunto de dos volúmenes de LNCS 10385 y 10386 constituye las actas de la 8.ª Conferencia Internacional sobre Avances en Inteligencia de Enjambre, ICSI 2017, celebrada en Fukuoka, Japón, en julio/agosto de 2017. El total de 133 artículos presentados en estos volúmenes fue cuidadosamente revisado y seleccionado entre 267 presentaciones. El artículo se organizó en secciones temáticas de la siguiente manera: Parte I: teorías y modelos de inteligencia de enjambre; novedosos algoritmos de optimización basados ​​en enjambres; optimización de Enjambre de partículas; aplicaciones de optimización de enjambres de partículas; optimización de colonias de hormigas; algoritmos de colonias de abejas artificiales; algoritmos genéticos; evolución diferencial; algoritmo de fuegos artificiales; algoritmo de optimización de tormenta de ideas; búsqueda de cuco; y algoritmo de luciérnaga. Parte II: optimización multiobjetivo; optimización de cartera; detección comunitaria; sistemas multiagente y robótica de enjambre; algoritmos y aplicaciones de optimización híbrida; enfoque difuso y enjambre; agrupamiento y pronóstico; clasificación y detección; problemas de planificación y rutas; aplicaciones de sistemas de diálogo; control robótico; y otras aplicaciones. .
Nota de contenido:	Multi-objective Optimization -- A Parametric Study of Crossover Operators in Pareto-based Multiobjective Evolutionary Algorithm -- Non-dominated Sorting and Crowding Distance Based Multi-objective Chaotic Evolution -- On Performance Improvement based on Restart Meta-Heuristic Implementation for Solving Multi-Objective Optimization Problems -- Using multi-objective evolutionary algorithm to solve dynamic environment and economic dispatch with EVs -- Improved Interval Multi-objective Evolutionary Optimization Algorithm based on Directed Graph -- A Novel Linear Time Invariant Systems Order Reduction Approach based on Cooperative Multi-Objective Genetic Algorithm -- Solving Constrained Multi-objective Optimization Problems with Evolutionary Algorithms -- Portfolio Optimization -- Multi-objective Comprehensive Learning Bacterial Foraging Optimization for Portfolio Optimization -- Metaheuristics for Portfolio Optimization -- Community Detection -- Community Detection under Exponential Random Graph Model: A Metaheuristic Approach -- An Enhanced Particle Swarm Optimization Based on Physarum Model for Community Detection -- The Design and Development of the Virtual Learning Community for Teaching Resources Personalized Recommendation -- The Effect of Event Sentiment on Product Recommendation in a Microblog Platform -- Multi-Agent Systems and Swarm Robotics -- Solar Irradiance Forecasting Based on the Multi-agent Adaptive Fuzzy Neuronet -- Passive Field Dynamics Method: an Advanced Physics-based Approach for Formation Control of Robot Swarm -- Adaptive Potential Fields Model for Solving Distributed Area Coverage Problem in Swarm Robotics -- Swarm-based Spreading Points -- A Survivability Enhanced Swarm Robotic Searching System Using Multi-Objective Particle Swarm Optimization -- Autonomous Coordinated Navigation of Virtual Swarm Bots in Dynamic Indoor Environments by Bat Algorithm -- Building Fractals with a Robot Swarm -- A Stigmergy Based Search Method for Swarm Robots -- Cooperative Control of Multi-Robot System Using Mobile Agent for Multi Source Localization -- Hybrid Optimization Algorithms and Applications -- Evolutionary Fuzzy Control of Three Robots Cooperatively Carrying an Object for Wall Following through the Fusion of Continuous ACO and PSO -- Optimal Operational Planning of Energy Plants by Multi-population Differential Evolutionary Particle Swarm Optimization -- A Review on Hybridization of Particle Swarm Optimization with Artificial Bee Colony -- Study on Greedy Search to Improve Simulated Annealing Algorithm for Large-scale Traveling Salesman Problem -- A Hybrid Swarm based Composition for Chinese Music -- Fuzzy and Swarm Approach -- Fuzzy Logic Controller Design for Tuning the Cooperation of Bio-Inspired Algorithms -- Making Capital Budgeting Decisions for Project Abandonment by Fuzzy Approach -- An Imputation for Missing Data Features based on Fuzzy Swarm Approach in Heart Disease Classification -- Clustering and Forecast -- Total Optimization of Smart City Using Initial Searching Points Generation Based on k-means Algorithm -- Clustering Analysis of ECG Data Streams -- A Novel Multi-cell Multi-Bernoulli Tracking Method Using Local Fractal Feature Estimation -- An Improved Locality Preserving Projection Method for Dimensionality Reduction with Hyperspectral Image -- Applying a Classification Model for Selecting Postgraduate Programs -- University Restaurant Sales Forecast Based on BP neural Network - In Shanghai Jiao Tong University Case -- Classification and Detection -- Swarm ANN/SVR-based modeling method for warfarin dose prediction in Chinese -- A Novel HPSOSA for Kernel Function Type and Parameter Optimization of SVR in Rainfall Forecasting -- An Improved Weighted ELM with Krill Herd Algorithm for Imbalanced Learning -- Fast Pseudo Random Forest using Discrimination Hyper-space -- A Fast Video Vehicle Detection Approach based on Improved Adaboost Classifier -- Detection of Repetitive Forex Chart Patterns -- Damage Estimation from Cues of Image Change -- Identifying Deceptive Review Comments with Rumor and Lie Theories -- Identifying Fake Review Comments for Hostel Industry -- Planning and Routing Problems -- Multi-UAV Cooperative Path Planning for Sensor Placement Using Cooperative Coevolving Genetic Strategy -- Optimal Micro-Siting Planning Considering Long-Term Electricity Demand -- A Hyper-Heuristic Method for UAV Search Planning -- An Efficient MVMO-SH Method for Optimal Capacitor Allocation in Electric Power Distribution Systems -- A Method of New Workers' Accurate Acceptance of Tasks Using Capable Sensing -- A Genetic Mission Planner for Solving Temporal Multi-agent Problems with Concurrent Tasks -- Reformulation and Metaheuristic for the Team Orienteering Arc Routing Problem -- Application of Smell Detection Agent Based Algorithm for Optimal Path Identification by SDN Controllers -- A Comparison of Heuristic Algorithms for Bus Dispatch -- Simulation and Application of Algorithms CVRP to Optimize the Transport of Minerals Metallic and Nonmetallic by Rail for Export -- Dialog System Applications -- User Intention Classification in An Entities Missed In-vehicle Dialog System -- An Exploratory Study of Factors Affecting Number of Fans on Facebook Based on Dialogic Theory -- Assembling Chinese-Mongolian Speech Corpus via Crowdsourcing -- Robotic Control -- Developing Robot Drumming Skill with Listening-Playing Loop -- Evaluation of Parameters of Transactions When Remote Robot Control -- Desktop Gestures Recognition for Human Computer Interaction -- Approach to the Diagnosis and Configuration of Servo Drives in Heterogeneous Machine Control Systems -- Other Applications -- Gravitational Search Algorithm in Recommendation Systems -- A Driver Model Based on Emotions -- A Binaural Signal Synthesis Approach for Fast Rendering of Moving Sound -- Semantic Evolutionary Visualization. .
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

8th International Conference, ICSI 2017, Fukuoka, Japan, July 27 – August 1, 2017, Proceedings, Part II [documento electrónico] / Tan, Ying, ; Takagi, Hideyuki, ; Shi, Yuhui, ; Niu, Ben,  . -  1 ed.  . - [s.l.] : Springer, 2017 . - XXVII, 641 p. 214 ilustraciones.
ISBN : 978-3-319-61833-3
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.

Palabras clave:	Algoritmos  Análisis numérico  Procesamiento de datos  Inteligencia artificial  Simulación por ordenador  Minería de datos y descubrimiento de conocimientos  Modelado por computadora
Índice Dewey:	518.1
Resumen:	El conjunto de dos volúmenes de LNCS 10385 y 10386 constituye las actas de la 8.ª Conferencia Internacional sobre Avances en Inteligencia de Enjambre, ICSI 2017, celebrada en Fukuoka, Japón, en julio/agosto de 2017. El total de 133 artículos presentados en estos volúmenes fue cuidadosamente revisado y seleccionado entre 267 presentaciones. El artículo se organizó en secciones temáticas de la siguiente manera: Parte I: teorías y modelos de inteligencia de enjambre; novedosos algoritmos de optimización basados ​​en enjambres; optimización de Enjambre de partículas; aplicaciones de optimización de enjambres de partículas; optimización de colonias de hormigas; algoritmos de colonias de abejas artificiales; algoritmos genéticos; evolución diferencial; algoritmo de fuegos artificiales; algoritmo de optimización de tormenta de ideas; búsqueda de cuco; y algoritmo de luciérnaga. Parte II: optimización multiobjetivo; optimización de cartera; detección comunitaria; sistemas multiagente y robótica de enjambre; algoritmos y aplicaciones de optimización híbrida; enfoque difuso y enjambre; agrupamiento y pronóstico; clasificación y detección; problemas de planificación y rutas; aplicaciones de sistemas de diálogo; control robótico; y otras aplicaciones. .
Nota de contenido:	Multi-objective Optimization -- A Parametric Study of Crossover Operators in Pareto-based Multiobjective Evolutionary Algorithm -- Non-dominated Sorting and Crowding Distance Based Multi-objective Chaotic Evolution -- On Performance Improvement based on Restart Meta-Heuristic Implementation for Solving Multi-Objective Optimization Problems -- Using multi-objective evolutionary algorithm to solve dynamic environment and economic dispatch with EVs -- Improved Interval Multi-objective Evolutionary Optimization Algorithm based on Directed Graph -- A Novel Linear Time Invariant Systems Order Reduction Approach based on Cooperative Multi-Objective Genetic Algorithm -- Solving Constrained Multi-objective Optimization Problems with Evolutionary Algorithms -- Portfolio Optimization -- Multi-objective Comprehensive Learning Bacterial Foraging Optimization for Portfolio Optimization -- Metaheuristics for Portfolio Optimization -- Community Detection -- Community Detection under Exponential Random Graph Model: A Metaheuristic Approach -- An Enhanced Particle Swarm Optimization Based on Physarum Model for Community Detection -- The Design and Development of the Virtual Learning Community for Teaching Resources Personalized Recommendation -- The Effect of Event Sentiment on Product Recommendation in a Microblog Platform -- Multi-Agent Systems and Swarm Robotics -- Solar Irradiance Forecasting Based on the Multi-agent Adaptive Fuzzy Neuronet -- Passive Field Dynamics Method: an Advanced Physics-based Approach for Formation Control of Robot Swarm -- Adaptive Potential Fields Model for Solving Distributed Area Coverage Problem in Swarm Robotics -- Swarm-based Spreading Points -- A Survivability Enhanced Swarm Robotic Searching System Using Multi-Objective Particle Swarm Optimization -- Autonomous Coordinated Navigation of Virtual Swarm Bots in Dynamic Indoor Environments by Bat Algorithm -- Building Fractals with a Robot Swarm -- A Stigmergy Based Search Method for Swarm Robots -- Cooperative Control of Multi-Robot System Using Mobile Agent for Multi Source Localization -- Hybrid Optimization Algorithms and Applications -- Evolutionary Fuzzy Control of Three Robots Cooperatively Carrying an Object for Wall Following through the Fusion of Continuous ACO and PSO -- Optimal Operational Planning of Energy Plants by Multi-population Differential Evolutionary Particle Swarm Optimization -- A Review on Hybridization of Particle Swarm Optimization with Artificial Bee Colony -- Study on Greedy Search to Improve Simulated Annealing Algorithm for Large-scale Traveling Salesman Problem -- A Hybrid Swarm based Composition for Chinese Music -- Fuzzy and Swarm Approach -- Fuzzy Logic Controller Design for Tuning the Cooperation of Bio-Inspired Algorithms -- Making Capital Budgeting Decisions for Project Abandonment by Fuzzy Approach -- An Imputation for Missing Data Features based on Fuzzy Swarm Approach in Heart Disease Classification -- Clustering and Forecast -- Total Optimization of Smart City Using Initial Searching Points Generation Based on k-means Algorithm -- Clustering Analysis of ECG Data Streams -- A Novel Multi-cell Multi-Bernoulli Tracking Method Using Local Fractal Feature Estimation -- An Improved Locality Preserving Projection Method for Dimensionality Reduction with Hyperspectral Image -- Applying a Classification Model for Selecting Postgraduate Programs -- University Restaurant Sales Forecast Based on BP neural Network - In Shanghai Jiao Tong University Case -- Classification and Detection -- Swarm ANN/SVR-based modeling method for warfarin dose prediction in Chinese -- A Novel HPSOSA for Kernel Function Type and Parameter Optimization of SVR in Rainfall Forecasting -- An Improved Weighted ELM with Krill Herd Algorithm for Imbalanced Learning -- Fast Pseudo Random Forest using Discrimination Hyper-space -- A Fast Video Vehicle Detection Approach based on Improved Adaboost Classifier -- Detection of Repetitive Forex Chart Patterns -- Damage Estimation from Cues of Image Change -- Identifying Deceptive Review Comments with Rumor and Lie Theories -- Identifying Fake Review Comments for Hostel Industry -- Planning and Routing Problems -- Multi-UAV Cooperative Path Planning for Sensor Placement Using Cooperative Coevolving Genetic Strategy -- Optimal Micro-Siting Planning Considering Long-Term Electricity Demand -- A Hyper-Heuristic Method for UAV Search Planning -- An Efficient MVMO-SH Method for Optimal Capacitor Allocation in Electric Power Distribution Systems -- A Method of New Workers' Accurate Acceptance of Tasks Using Capable Sensing -- A Genetic Mission Planner for Solving Temporal Multi-agent Problems with Concurrent Tasks -- Reformulation and Metaheuristic for the Team Orienteering Arc Routing Problem -- Application of Smell Detection Agent Based Algorithm for Optimal Path Identification by SDN Controllers -- A Comparison of Heuristic Algorithms for Bus Dispatch -- Simulation and Application of Algorithms CVRP to Optimize the Transport of Minerals Metallic and Nonmetallic by Rail for Export -- Dialog System Applications -- User Intention Classification in An Entities Missed In-vehicle Dialog System -- An Exploratory Study of Factors Affecting Number of Fans on Facebook Based on Dialogic Theory -- Assembling Chinese-Mongolian Speech Corpus via Crowdsourcing -- Robotic Control -- Developing Robot Drumming Skill with Listening-Playing Loop -- Evaluation of Parameters of Transactions When Remote Robot Control -- Desktop Gestures Recognition for Human Computer Interaction -- Approach to the Diagnosis and Configuration of Servo Drives in Heterogeneous Machine Control Systems -- Other Applications -- Gravitational Search Algorithm in Recommendation Systems -- A Driver Model Based on Emotions -- A Binaural Signal Synthesis Approach for Fast Rendering of Moving Sound -- Semantic Evolutionary Visualization. .
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