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

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Tan, Ying (Επιμελητής έκδοσης), Takagi, Hideyuki (Επιμελητής έκδοσης), Shi, Yuhui (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Lecture Notes in Computer Science, 10385
• Θέματα: Computer science.; Algorithms.; Numerical analysis.; Data mining.; Artificial intelligence.; Computer simulation.; Computer Science.; Algorithm Analysis and Problem Complexity.; Numeric Computing.; Data Mining and Knowledge Discovery.; Artificial Intelligence (incl. Robotics).; Simulation and Modeling.

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 submis...

Πίνακας περιεχομένων:

• 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.