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.
Inhaltsverzeichnis
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.
