Advances in Swarm Intelligence : 8th International Conference, ICSI 2017, Fukuoka, Japan, July 27 - August 1, 2017, Proceedings, Part II / edited by Ying Tan, Hideyuki Takagi, Yuhui Shi, Ben Niu.

Format:

Book

Contributor:

Tan, Ying., Editor.

Takagi, Hideyuki, Editor.

Shi, Yuhui, Editor.

Niu, Ben, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Theoretical computer science and general issues 2512-2029 ; SL 1, 10386

Theoretical Computer Science and General Issues, 2512-2029 ; 10386

Language:

English

Subjects (All):

Algorithms.

Numerical analysis.

Data mining.

Artificial intelligence.

Computer simulation.

Numerical Analysis.

Data Mining and Knowledge Discovery.

Artificial Intelligence.

Computer Modelling.

Local Subjects:

Algorithms.

Numerical Analysis.

Data Mining and Knowledge Discovery.

Artificial Intelligence.

Computer Modelling.

Physical Description:

1 online resource (XXVII, 641 pages) : 214 illustrations

Edition:

1st ed. 2017.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2017.

System Details:

text file PDF

Summary:

The two-volume set of LNCS 10385 and 10386, constitutes the proceedings of the 8th International Conference on Advances in Swarm Intelligence, ICSI 2017, held in Fukuoka, Japan, in July/August 2017. The total of 133 papers presented in these volumes was carefully reviewed and selected from 267 submissions. The paper were organized in topical sections as follows: Part I: theories and models of swarm intelligence; novel swarm-based optimization algorithms; particle swarm optimization; applications of particle swarm optimization; ant colony optimization; artificial bee colony algorithms; genetic algorithms; differential evolution; fireworks algorithm; brain storm optimization algorithm; cuckoo searh; and firefly algorithm. Part II: multi-objective optimization; portfolio optimization; community detection; multi-agent systems and swarm robotics; hybrid optimization algorithms and applications; fuzzy and swarm approach; clustering and forecast; classification and detection; planning and routing problems; dialog system applications; robotic control; and other applications. .

Contents:

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. .

Other Format:

Printed edition:

ISBN:

978-3-319-61833-3

9783319618333

Access Restriction:

Restricted for use by site license.