Advances in swarm intelligence : 8th International Conference, ICSI 2017, Fukuoka, Japan, July 27-August 1, 2017, proceedings

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書誌事項

Advances in swarm intelligence : 8th International Conference, ICSI 2017, Fukuoka, Japan, July 27-August 1, 2017, proceedings

Ying Tan, Hideyuki Takagi, Yuhui Shi (eds.)

（Lecture notes in computer science, 10385-10386 . LNCS sublibrary ; SL 1 . Theoretical computer science and general issues）

Springer, 2017

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  • pt. 2

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注記

Includes bibliographical references and index

"ISSN:16113349 (electronic), ISBN:9783319618241 (pt. 1 : eBook), ISBN:9783319618333 (pt. 2 : eBook)"--T.p. verso

内容説明・目次

巻冊次

pt. 1 ISBN 9783319618234

内容説明

The two-volume set of LNCS 10385 and 10386, constitutes the proceedings of the 8th International Confrence 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.

目次

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 Translation Control 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.- Identification of 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.
巻冊次

pt. 2 ISBN 9783319618326

内容説明

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.

目次

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.

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