Advances In Swarm Intelligence: 8th International Conference, Icsi 2017, Fukuoka, Japan, July 27 ? August 1, 2017, Proceedings, Part I (lecture Notes In Computer Science)

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. Front Matter....Pages I-XXVII Front Matter....Pages 1-1 Comparative Analysis of Swarm-Based Metaheuristic Algorithms on Benchmark Functions....Pages 3-11 A Mathematical Model of Information Theory: The Superiority of Collective Knowledge and Intelligence....Pages 12-21 Modelling and Verification Analysis of the Predator-Prey System via a First Order Logic Approach....Pages 22-30 Flock Diameter Control in a Collision-Avoiding Cucker-Smale Flocking Model....Pages 31-39 Building a Simulation Model for Distributed Human-Based Evolutionary Computation....Pages 40-49 Model of Interruptions in Swarm Unit....Pages 50-59 Front Matter....Pages 61-61 Dolphin Pod Optimization....Pages 63-70 Teaching-Learning-Feedback-Based Optimization....Pages 71-79 Magnetotactic Bacteria Optimization Algorithm Based on Moment Interaction Energy....Pages 80-87 A Guide Sign Optimization Problem for an Added Road Based on Bird Mating Optimizer....Pages 88-98 LGWO: An Improved Grey Wolf Optimization for Function Optimization....Pages 99-105 An Improved Monarch Butterfly Optimization with Equal Partition and F/T Mutation....Pages 106-115 Front Matter....Pages 117-117 A Scalability Analysis of Particle Swarm Optimization Roaming Behaviour....Pages 119-130 The Analysis of Strategy for the Boundary Restriction in Particle Swarm Optimization Algorithm....Pages 131-139 Particle Swarm Optimization with Ensemble of Inertia Weight Strategies....Pages 140-147 Hybrid Comprehensive Learning Particle Swarm Optimizer with Adaptive Starting Local Search....Pages 148-157 A Bare Bones Particle Swarm Optimization Algorithm with Dynamic Local Search....Pages 158-165 Improving Multi-layer Particle Swarm Optimization Using Powell Method....Pages 166-173 On the Improvement of PSO Scripts for Slope Stability Analysis....Pages 174-179 A High-Dimensional Particle Swarm Optimization Based on Similarity Measurement....Pages 180-188 Front Matter....Pages 117-117 A Center Multi-swarm Cooperative Particle Swarm Optimization with Ratio and Proportion Learning....Pages 189-197 Front Matter....Pages 199-199 A Discrete Particle Swarm Algorithm for Combinatorial Auctions....Pages 201-208 Registration of GPS and Stereo Vision for Point Cloud Localization in Intelligent Vehicles Using Particle Swarm Optimization....Pages 209-217 Immersed Tunnel Element Translation Control Under Current Flow Based on Particle Swarm Optimization....Pages 218-224 Solving Inverse Kinematics with Vector Evaluated Particle Swarm Optimization....Pages 225-237 Particle Swarm Optimization for the Machine Repair Problem with Working Breakdowns....Pages 238-245 Intelligent Behavioral Design of Non-player Characters in a FPS Video Game Through PSO....Pages 246-254 Front Matter....Pages 255-255 An Improved Ant Colony Optimization with Subpath-Based Pheromone Modification Strategy....Pages 257-265 Decentralized Congestion Control in Random Ant Interaction Networks....Pages 266-276 An Energy-Saving Routing Strategy Based on Ant Colony Optimization in Wireless Sensor Networks....Pages 277-284 Pheromone Inspired Morphogenic Distributed Control for Self-organization of Autonomous Aerial Robots....Pages 285-292 Solving the Selective Pickup and Delivery Problem Using Max-Min Ant System....Pages 293-300 An Improved Ant-Driven Approach to Navigation and Map Building....Pages 301-309 Front Matter....Pages 311-311 A Multi-cores Parallel Artificial Bee Colony Optimization Algorithm Based on Fork/Join Framework....Pages 313-319 Identification of Common Structural Motifs in RNA Sequences Using Artificial Bee Colony Algorithm for Optimization....Pages 320-327 A Mixed Artificial Bee Colony Algorithm for the Time-of-Use Pricing Optimization....Pages 328-336 Optimization of Office-Space Allocation Problem Using Artificial Bee Colony Algorithm....Pages 337-346 Front Matter....Pages 347-347 Enhancing Exploration and Exploitation of NSGA-II with GP and PDL....Pages 349-361 A Novel Strategy to Control Population Diversity and Convergence for Genetic Algorithm....Pages 362-369 Consecutive Meals Planning by Using Permutation GA: Evaluation Function Proposal for Measuring Appearance Order of Meal’s Characteristics....Pages 370-377 Front Matter....Pages 347-347 Improving Jaccard Index Using Genetic Algorithms for Collaborative Filtering....Pages 378-385 Optimizing Least-Cost Steiner Tree in Graphs via an Encoding-Free Genetic Algorithm....Pages 386-393 An Energy Minimized Solution for Solving Redundancy of Underwater Vehicle-Manipulator System Based on Genetic Algorithm....Pages 394-401 Study of an Improved Genetic Algorithm for Multiple Paths Automatic Software Test Case Generation....Pages 402-408 Front Matter....Pages 409-409 An Adaptive Differential Evolution with Learning Parameters According to Groups Defined by the Rank of Objective Values....Pages 411-419 Comparison of Differential Evolution Algorithms on the Mapping Between Problems and Penalty Parameters....Pages 420-428 Cooperation Coevolution Differential Evolution with Gradient Descent Strategy for Large Scale....Pages 429-439 Chebyshev Inequality Based Approach to Chance Constrained Optimization Problems Using Differential Evolution....Pages 440-448 Solving the Distributed Two Machine Flow-Shop Scheduling Problem Using Differential Evolution....Pages 449-457 A Multi-objective Differential Evolution for QoS Multicast Routing....Pages 458-465 Energy-Saving Variable Bias Current Optimization for Magnetic Bearing Using Adaptive Differential Evolution....Pages 466-474 Front Matter....Pages 475-475 Acceleration for Fireworks Algorithm Based on Amplitude Reduction Strategy and Local Optima-Based Selection Strategy....Pages 477-484 From Resampling to Non-resampling: A Fireworks Algorithm-Based Framework for Solving Noisy Optimization Problems....Pages 485-492 Elite-Leading Fireworks Algorithm....Pages 493-500 Guided Fireworks Algorithm Applied to the Maximal Covering Location Problem....Pages 501-508 Front Matter....Pages 509-509 An Improved Brain Storm Optimization with Learning Strategy....Pages 511-518 Difference Brain Storm Optimization for Combined Heat and Power Economic Dispatch....Pages 519-527 Front Matter....Pages 529-529 Multiple Chaotic Cuckoo Search Algorithm....Pages 531-542 Cuckoo Search Algorithm Approach for the IFS Inverse Problem of 2D Binary Fractal Images....Pages 543-551 Solving the Graph Coloring Problem Using Cuckoo Search....Pages 552-560 Front Matter....Pages 529-529 A Deep Learning-Cuckoo Search Method for Missing Data Estimation in High-Dimensional Datasets....Pages 561-572 Strategies to Improve Cuckoo Search Toward Adapting Randomly Changing Environment....Pages 573-582 Front Matter....Pages 583-583 Firefly Algorithm Optimized Particle Filter for Relative Navigation of Non-cooperative Target....Pages 585-592 An Improved Discrete Firefly Algorithm Used for Traveling Salesman Problem....Pages 593-600 Firefly Clustering Method for Mining Protein Complexes....Pages 601-610 Improved Two-Dimensional Otsu Based on Firefly Optimization for Low Signal-to-Noise Ratio Images....Pages 611-617 3D-FOAdis: An Improved Fruit Fly Optimization for Function Optimization....Pages 618-625 Back Matter....Pages 627-631