Título :	8th International Conference, ICSI 2017, Fukuoka, Japan, July 27 – August 1, 2017, Proceedings, Part I
Tipo de documento:	documento electrónico
Autores:	Tan, Ying, ; Takagi, Hideyuki, ; Shi, Yuhui,
Mención de edición:	1 ed.
Editorial:	[s.l.] : Springer
Fecha de publicación:	2017
Número de páginas:	XXVII, 631 p. 184 ilustraciones
ISBN/ISSN/DL:	978-3-319-61824-1
Nota general:	Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave:	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:	Theories and Models of Swarm Intelligence -- Comparative Analysis of Swarm-based Metaheuristic Algorithms on Benchmark Functions -- A Mathematical Model of Information Theory: the Superiority of Collective Knowledge and Intelligence -- Modelling and Verification Analysis of the Predator Prey System via a First Order Logic Approach -- Flock Diameter Control in a Collision-Avoiding Cucker-Smale Flocking Model -- Building a Simulation Model for Distributed Human-based Evolutionary Computation -- Model of interruptions in swarm unit -- Novel Swarm-based Optimization Algorithms -- Dolphin Pod Optimization -- Teaching-Learning-Feedback-Based Optimization -- A New Magnetotactic Bacteria Optimization Algorithm Based on Moment Migration -- A Guide Sign Optimization Problem for an Added Road Based on Bird Mating Optimizer -- LGWO: An Improved Grey Wolf Optimization for Function Optimization -- An Improved Monarch Buttery Optimization with Equal Partition and F/T Mutation -- Particle Swarm Optimization -- A Scalability Analysis of Particle Swarm Optimization Roaming Behaviour -- The Analysis of Strategy for the Boundary Restriction in Particle Swarm Optimization Algorithm -- Particle Swarm Optimization with Ensemble of Inertia Weight Strategies -- Hybrid Comprehensive Learning Particle Swarm Optimizer with Adaptive Starting Local Search -- A Bare Bones Particle Swarm Optimization Algorithm with Dynamic Local Search -- Improving Multi-layer Particle Swarm Optimization using Powell Method -- On the Improvement of PSO Scripts for Slope Stability Analysis -- A High Dimensional Particle Swarm Optimization Based on Similarity Measurement -- A center multi-swarm cooperative particle swarm optimization with ratio and proportion learning -- Applications of Particle Swarm Optimization -- A Discrete Particle Swarm Algorithm for Combinatorial Auctions -- Registration of GPS and Stereo Vision for Point Cloud Localization in Intelligent Vehicles Using Particle Swarm Optimization -- Immersed Tunnel Element TranslationControl under Current Flow Based on Particle Swarm Optimization -- Solving Inverse Kinematics with Vector Evaluated Particle Swarm Optimization -- Particle Swarm Optimization for the Machine Repair Problem with Working Breakdowns -- Intelligent Behavioral Design of Non-Player Characters in a FPS Video Game Through PSO -- Ant Colony Optimization -- An Improved Ant Colony Optimization with Subpath-based Pheromone Modification Strategy -- Decentralized Congestion Control in Random Ant Interaction Networks -- An Energy-Saving Routing Strategy based on Ant Colony Optimization in Wireless Sensor Networks -- Pheromone inspired Morphogenic Distributed Control for Self-Organization of Unmanned Aerial Vehicle Swarm -- Solving the Selective Pickup and Delivery Problem Using Max-Min Ant System -- An Improved Ant-driven Approach to Navigation and Map Building -- Artificial Bee Colony Algorithms -- A Multi-cores Parallel Artificial Bee Colony Optimization Algorithm based on Fork/Join Framework -- Identificationof Common Structural Motifs in RNA Sequences using Artificial Bee Colony Algorithm for Optimization -- A Mixed Artificial Bee Colony Algorithm for the Time-of-Use Pricing Optimization -- Optimization of Office-Space Allocation Problem using Artificial Bee Colony Algorithm -- Genetic Algorithms -- Enhancing Exploration and Exploitation of NSGA-II with GP and PDL -- A Novel Strategy to Control Population Diversity and Convergence for Genetic Algorithm -- Consecutive Meals Planning by Using Permutation GA: Evaluation Function Proposal for Measuring Appearance Order of Meal's Characteristics -- Improving Jaccard Index using Genetic Algorithms for Collaborative Filtering -- Optimizing least-cost Steiner tree in graphs via an encoding-free genetic algorithm -- An Energy Minimized Solution for Solving Redundancy of Underwater Vehicle-Manipulator System Based on Genetic Algorithm -- Study of an Improved Genetic Algorithm for Multiple Paths Automatic Software Test Case Generation -- Differential Evolution -- An Adaptive Differential Evolution with Learning Parameters According to Groups Defined by the Rank of Objective Values -- Comparison of Differential Evolution Algorithms on the Mapping between Problems and Penalty Parameters -- Cooperation Coevolution Differential Evolution with Gradient Descent Strategy for Large Scale Optimization -- Chebyshev Inequality based Approach to Chance Constrained Optimization Problems using Differential Evolution -- Eolving the Distributed Two Machine Flow-shop Scheduling Problem using Differential Evolution -- A Multi-Objective Differential Evolution for QoS Multicast Routing -- Energy-Saving Variable Bias Current Optimization for Magnetic Bearing Using Adaptive Differential Evolution -- Fireworks Algorithm -- Acceleration for Fireworks Algorithm Based on Amplitude Reduction Strategy and Local Optima-based Selection Strategy -- From Resampling to Non-Resampling: A Fireworks Algorithm-based Framework for Solving Noisy Optimization Problems -- Elite-leading Fireworks Algorithm -- Guided Fireworks Algorithm Applied to Maximal Covering Location Problem -- Brain Storm Optimization Algorithm -- An Improved Brain Storm Optimization with Learning Strategy -- Difference Brain Storm Optimization for Combined Heat and Power Economic Dispatch -- Cuckoo Search -- Multiple Chaotic Cuckoo Search Algorithm.-Cuckoo Search Algorithm Approach for the IFS Inverse Problem of 2D Binary Fractal Images -- Solving the Graph Coloring Problem using the Cuckoo Search Algorithm -- A Deep Learning-Cuckoo Search Method for Missing Data Estimation in High-Dimensional Datasets -- Strategies to Improve Cuckoo Search toward Adapting Randomly Changing Environment -- Firefly Algorithm -- Firefly Algorithm Optimized Particle Filter for Relative Navigation of Non-cooperative Target -- An Improved Discrete Firefly Algorithm Used for Traveling salesman problem -- Firefly Clustering Method for Mining Protein Complexes -- Improved Two-dimensional Otsu based on Firefly Optimization for Low Signal-to-noise Ratio Images -- 3D-FOAdis: an improved fruit fly optimization for function optimization.
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 I [documento electrónico] / Tan, Ying, ; Takagi, Hideyuki, ; Shi, Yuhui,  . -  1 ed.  . - [s.l.] : Springer, 2017 . - XXVII, 631 p. 184 ilustraciones.
ISBN : 978-3-319-61824-1
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:	Theories and Models of Swarm Intelligence -- Comparative Analysis of Swarm-based Metaheuristic Algorithms on Benchmark Functions -- A Mathematical Model of Information Theory: the Superiority of Collective Knowledge and Intelligence -- Modelling and Verification Analysis of the Predator Prey System via a First Order Logic Approach -- Flock Diameter Control in a Collision-Avoiding Cucker-Smale Flocking Model -- Building a Simulation Model for Distributed Human-based Evolutionary Computation -- Model of interruptions in swarm unit -- Novel Swarm-based Optimization Algorithms -- Dolphin Pod Optimization -- Teaching-Learning-Feedback-Based Optimization -- A New Magnetotactic Bacteria Optimization Algorithm Based on Moment Migration -- A Guide Sign Optimization Problem for an Added Road Based on Bird Mating Optimizer -- LGWO: An Improved Grey Wolf Optimization for Function Optimization -- An Improved Monarch Buttery Optimization with Equal Partition and F/T Mutation -- Particle Swarm Optimization -- A Scalability Analysis of Particle Swarm Optimization Roaming Behaviour -- The Analysis of Strategy for the Boundary Restriction in Particle Swarm Optimization Algorithm -- Particle Swarm Optimization with Ensemble of Inertia Weight Strategies -- Hybrid Comprehensive Learning Particle Swarm Optimizer with Adaptive Starting Local Search -- A Bare Bones Particle Swarm Optimization Algorithm with Dynamic Local Search -- Improving Multi-layer Particle Swarm Optimization using Powell Method -- On the Improvement of PSO Scripts for Slope Stability Analysis -- A High Dimensional Particle Swarm Optimization Based on Similarity Measurement -- A center multi-swarm cooperative particle swarm optimization with ratio and proportion learning -- Applications of Particle Swarm Optimization -- A Discrete Particle Swarm Algorithm for Combinatorial Auctions -- Registration of GPS and Stereo Vision for Point Cloud Localization in Intelligent Vehicles Using Particle Swarm Optimization -- Immersed Tunnel Element TranslationControl under Current Flow Based on Particle Swarm Optimization -- Solving Inverse Kinematics with Vector Evaluated Particle Swarm Optimization -- Particle Swarm Optimization for the Machine Repair Problem with Working Breakdowns -- Intelligent Behavioral Design of Non-Player Characters in a FPS Video Game Through PSO -- Ant Colony Optimization -- An Improved Ant Colony Optimization with Subpath-based Pheromone Modification Strategy -- Decentralized Congestion Control in Random Ant Interaction Networks -- An Energy-Saving Routing Strategy based on Ant Colony Optimization in Wireless Sensor Networks -- Pheromone inspired Morphogenic Distributed Control for Self-Organization of Unmanned Aerial Vehicle Swarm -- Solving the Selective Pickup and Delivery Problem Using Max-Min Ant System -- An Improved Ant-driven Approach to Navigation and Map Building -- Artificial Bee Colony Algorithms -- A Multi-cores Parallel Artificial Bee Colony Optimization Algorithm based on Fork/Join Framework -- Identificationof Common Structural Motifs in RNA Sequences using Artificial Bee Colony Algorithm for Optimization -- A Mixed Artificial Bee Colony Algorithm for the Time-of-Use Pricing Optimization -- Optimization of Office-Space Allocation Problem using Artificial Bee Colony Algorithm -- Genetic Algorithms -- Enhancing Exploration and Exploitation of NSGA-II with GP and PDL -- A Novel Strategy to Control Population Diversity and Convergence for Genetic Algorithm -- Consecutive Meals Planning by Using Permutation GA: Evaluation Function Proposal for Measuring Appearance Order of Meal's Characteristics -- Improving Jaccard Index using Genetic Algorithms for Collaborative Filtering -- Optimizing least-cost Steiner tree in graphs via an encoding-free genetic algorithm -- An Energy Minimized Solution for Solving Redundancy of Underwater Vehicle-Manipulator System Based on Genetic Algorithm -- Study of an Improved Genetic Algorithm for Multiple Paths Automatic Software Test Case Generation -- Differential Evolution -- An Adaptive Differential Evolution with Learning Parameters According to Groups Defined by the Rank of Objective Values -- Comparison of Differential Evolution Algorithms on the Mapping between Problems and Penalty Parameters -- Cooperation Coevolution Differential Evolution with Gradient Descent Strategy for Large Scale Optimization -- Chebyshev Inequality based Approach to Chance Constrained Optimization Problems using Differential Evolution -- Eolving the Distributed Two Machine Flow-shop Scheduling Problem using Differential Evolution -- A Multi-Objective Differential Evolution for QoS Multicast Routing -- Energy-Saving Variable Bias Current Optimization for Magnetic Bearing Using Adaptive Differential Evolution -- Fireworks Algorithm -- Acceleration for Fireworks Algorithm Based on Amplitude Reduction Strategy and Local Optima-based Selection Strategy -- From Resampling to Non-Resampling: A Fireworks Algorithm-based Framework for Solving Noisy Optimization Problems -- Elite-leading Fireworks Algorithm -- Guided Fireworks Algorithm Applied to Maximal Covering Location Problem -- Brain Storm Optimization Algorithm -- An Improved Brain Storm Optimization with Learning Strategy -- Difference Brain Storm Optimization for Combined Heat and Power Economic Dispatch -- Cuckoo Search -- Multiple Chaotic Cuckoo Search Algorithm.-Cuckoo Search Algorithm Approach for the IFS Inverse Problem of 2D Binary Fractal Images -- Solving the Graph Coloring Problem using the Cuckoo Search Algorithm -- A Deep Learning-Cuckoo Search Method for Missing Data Estimation in High-Dimensional Datasets -- Strategies to Improve Cuckoo Search toward Adapting Randomly Changing Environment -- Firefly Algorithm -- Firefly Algorithm Optimized Particle Filter for Relative Navigation of Non-cooperative Target -- An Improved Discrete Firefly Algorithm Used for Traveling salesman problem -- Firefly Clustering Method for Mining Protein Complexes -- Improved Two-dimensional Otsu based on Firefly Optimization for Low Signal-to-noise Ratio Images -- 3D-FOAdis: an improved fruit fly optimization for function optimization.
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