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

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