Advances in Swarm Intelligence: 8th International Conference, ICSI 2017, Fukuoka, Japan, July 27 – August 1, 2017, Proceedings, Part II

Front Matter....Pages I-XXVII
Front Matter....Pages 1-1
A Parametric Study of Crossover Operators in Pareto-Based Multiobjective Evolutionary Algorithm....Pages 3-14
Non-dominated Sorting and Crowding Distance Based Multi-objective Chaotic Evolution....Pages 15-22
On Performance Improvement Based on Restart Meta-Heuristic Implementation for Solving Multi-objective Optimization Problems....Pages 23-30
Using Multi-objective Evolutionary Algorithm to Solve Dynamic Environment and Economic Dispatch with EVs....Pages 31-39
Improved Interval Multi-objective Evolutionary Optimization Algorithm Based on Directed Graph....Pages 40-48
A Novel Linear Time Invariant Systems Order Reduction Approach Based on a Cooperative Multi-objective Genetic Algorithm....Pages 49-56
Solving Constrained Multi-objective Optimization Problems with Evolutionary Algorithms....Pages 57-66
Front Matter....Pages 67-67
Multi-objective Comprehensive Learning Bacterial Foraging Optimization for Portfolio Problem....Pages 69-76
Metaheuristics for Portfolio Optimization....Pages 77-84
Front Matter....Pages 85-85
Community Detection Under Exponential Random Graph Model: A Metaheuristic Approach....Pages 87-98
An Enhanced Particle Swarm Optimization Based on Physarum Model for Community Detection....Pages 99-108
The Design and Development of the Virtual Learning Community for Teaching Resources Personalized Recommendation....Pages 109-118
Effects of Event Sentiment on Product Recommendations in a Microblog Platform....Pages 119-131
Front Matter....Pages 133-133
Solar Irradiance Forecasting Based on the Multi-agent Adaptive Fuzzy Neuronet....Pages 135-140
Passive Field Dynamics Method: An Advanced Physics-Based Approach for Formation Control of Robot Swarm....Pages 141-148
Adaptive Potential Fields Model for Solving Distributed Area Coverage Problem in Swarm Robotics....Pages 149-157
Swarm-Based Spreading Points....Pages 158-166
A Survivability Enhanced Swarm Robotic Searching System Using Multi-objective Particle Swarm Optimization....Pages 167-175
Autonomous Coordinated Navigation of Virtual Swarm Bots in Dynamic Indoor Environments by Bat Algorithm....Pages 176-184
Building Fractals with a Robot Swarm....Pages 185-198
Front Matter....Pages 133-133
A Stigmergy Based Search Method for Swarm Robots....Pages 199-209
Cooperative Control of Multi-robot System Using Mobile Agent for Multiple Source Localization....Pages 210-221
Front Matter....Pages 223-223
Evolutionary Fuzzy Control of Three Robots Cooperatively Carrying an Object for Wall Following Through the Fusion of Continuous ACO and PSO....Pages 225-232
Optimal Operational Planning of Energy Plants by Multi-population Differential Evolutionary Particle Swarm Optimization....Pages 233-241
A Review on Hybridization of Particle Swarm Optimization with Artificial Bee Colony....Pages 242-249
A Study on Greedy Search to Improve Simulated Annealing for Large-Scale Traveling Salesman Problem....Pages 250-257
A Hybrid Swarm Composition for Chinese Music....Pages 258-265
Front Matter....Pages 267-267
Fuzzy Logic Controller Design for Tuning the Cooperation of Biology-Inspired Algorithms....Pages 269-276
Making Capital Budgeting Decisions for Project Abandonment by Fuzzy Approach....Pages 277-284
An Imputation for Missing Data Features Based on Fuzzy Swarm Approach in Heart Disease Classification....Pages 285-292
Front Matter....Pages 293-293
Total Optimization of Smart City Using Initial Searching Points Generation Based on k-means Algorithm....Pages 295-303
Clustering Analysis of ECG Data Streams....Pages 304-311
A Novel Multi-cell Multi-Bernoulli Tracking Method Using Local Fractal Feature Estimation....Pages 312-320
An Improved Locality Preserving Projection Method for Dimensionality Reduction with Hyperspectral Image....Pages 321-329
Applying a Classification Model for Selecting Postgraduate Programs....Pages 330-337
University Restaurant Sales Forecast Based on BP Neural Network – In Shanghai Jiao Tong University Case....Pages 338-347
Front Matter....Pages 349-349
Swarm ANN/SVR-Based Modeling Method for Warfarin Dose Prediction in Chinese....Pages 351-358
A Novel HPSOSA for Kernel Function Type and Parameter Optimization of SVR in Rainfall Forecasting....Pages 359-370
An Improved Weighted ELM with Krill Herd Algorithm for Imbalanced Learning....Pages 371-378
Fast Pseudo Random Forest Using Discrimination Hyperspace....Pages 379-386
Front Matter....Pages 349-349
A Fast Video Vehicle Detection Approach Based on Improved Adaboost Classifier....Pages 387-394
Detection of Repetitive Forex Chart Patterns....Pages 395-402
Damage Estimation from Cues of Image Change....Pages 403-411
Identifying Deceptive Review Comments with Rumor and Lie Theories....Pages 412-420
Identifying Fake Review Comments for Hostel Industry....Pages 421-429
Front Matter....Pages 431-431
Multi-UAV Cooperative Path Planning for Sensor Placement Using Cooperative Coevolving Genetic Strategy....Pages 433-444
Optimal Micro-siting Planning Considering Long-Term Electricity Demand....Pages 445-453
A Hyper-Heuristic Method for UAV Search Planning....Pages 454-464
An Efficient MVMO-SH Method for Optimal Capacitor Allocation in Electric Power Distribution Systems....Pages 465-474
A Capacity Aware-Based Method of Accurately Accepting Tasks for New Workers....Pages 475-480
A Genetic Mission Planner for Solving Temporal Multi-agent Problems with Concurrent Tasks....Pages 481-493
Reformulation and Metaheuristic for the Team Orienteering Arc Routing Problem....Pages 494-501
Application of Smell Detection Agent Based Algorithm for Optimal Path Identification by SDN Controllers....Pages 502-510
A Comparison of Heuristic Algorithms for Bus Dispatch....Pages 511-518
Simulation and Application of Algorithms CVRP to Optimize the Transport of Minerals Metallic and Nonmetallic by Rail for Export....Pages 519-525
Front Matter....Pages 527-527
User Intention Classification in an Entities Missed In-vehicle Dialog System....Pages 529-537
An Exploratory Study of Factors Affecting Number of Fans on Facebook Based on Dialogic Theory....Pages 538-546
Assembling Chinese-Mongolian Speech Corpus via Crowdsourcing....Pages 547-555
Front Matter....Pages 557-557
Developing Robot Drumming Skill with Listening-Playing Loop....Pages 559-566
Evaluation of Parameters of Transactions When Remote Robot Control....Pages 567-577
Front Matter....Pages 557-557
Desktop Gestures Recognition for Human Computer Interaction....Pages 578-585
Approach to the Diagnosis and Configuration of Servo Drives in Heterogeneous Machine Control Systems....Pages 586-594
Front Matter....Pages 595-595
Gravitational Search Algorithm in Recommendation Systems....Pages 597-607
A Driver Model Based on Emotion....Pages 608-614
A Binaural Signal Synthesis Approach for Fast Rendering of Moving Sound....Pages 615-623
Semantic Evolutionary Visualization....Pages 624-635
Back Matter....Pages 637-641