, ,

Bio-inspired Computing: Theories and Applications

14th International Conference, BIC-TA 2019, Zhengzhou, China, November 22–25, 2019, Revised Selected Papers, Part I

Specificaties
Paperback, blz. | Engels
Springer Nature Singapore | e druk, 2020
ISBN13: 9789811534249
Rubricering
Springer Nature Singapore e druk, 2020 9789811534249
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

​This two-volume set (CCIS 1159 and CCIS 1160) constitutes the proceedings of the 14th International Conference on Bio-inspired Computing: Theories and Applications, BIC-TA 2019, held in Zhengzhou, China, in November 2019.

The 121 full papers presented in both volumes were selected from 197 submissions. The papers are organized according to the topical headings: evolutionary computation and swarm intelligence; ​bioinformatics and systems biology; complex networks; DNA and molecular computing; neural networks and articial intelligence.

Specificaties

ISBN13:9789811534249
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Nature Singapore

Inhoudsopgave

Review on the Improvement and Application of Ant Colony Algorithm.-&nbsp;Experimental analysis of selective imitation for multifactorial differential evolution.-&nbsp;Brain Storm Optimization Algorithm with Estimation of Distribution.-&nbsp;Tentative Study on Solving Impulse Control Equations of Plant-pest-predator Model with Differential Evolution Algorithm.-&nbsp;Microgrid Frequency Control Based on Genetic and Fuzzy Logic Hybrid Optimization.- Using Multi-Objective Particle Swarm Optimization to Solve Dynamic Economic Emission Dispatch Considering Wind Power and Electric Vehicles.-&nbsp;Evolutionary Optimization of Three-degree Influence Spread In Social Networks Based on DiscreteBacterial Foraging Optimization Algorithm.-&nbsp;Ant Colony Algorithm Based on Upper Bound of Nodes for Robot Path Planning Problems.- Adaptive Brain Storm Optimization Based on Learning Automata.-&nbsp;A reference point-based evolutionary algorithm for many-objective fuzzy portfolio selection.-&nbsp;Hybrid Bacterial Forging Optimization based on Artificial Fish Swarm Algorithm and Gaussian Disturbance.-&nbsp;Research on Multiobjective Optimization Strategy of Economic/Environmental Energy Management for Multi-Energy Ship Based on MOEA/D.-&nbsp;Many-objective Evolutionary Optimization based Economic Dispatch of Integrated Energy Systemwith Multi-microgrid and CHP.-&nbsp;Multiobjective Particle Swarm Optimization with Directional Search for Distributed PermutationFlow Shop Scheduling Problem.-&nbsp;An Improved Pigeon-Inspired Optimization Combining Adaptive Inertia Weight with a One-Dimension Modification Mechanism.-&nbsp;ESAE: Evolutionary Strategy-based Architecture Evolution.-&nbsp;Species-based differential evolution with migration for multimodal optimization.-&nbsp;An Enhanced Bacterial Foraging Optimization Based on Levy Flight and Improved Roulette Wheel Selection.-&nbsp;Three-Dimensional Packing Algorithm of Single Container Based on Genetic Algorithm.-&nbsp;A Hybrid Ant Colony Optimization Algorithm for the Fleet Size and Mix Vehicle Routing Problemwith Time Windows.-&nbsp;Multi-Subpopulation Algorithm with Ensemble Mutation Strategies for Protein Structure Prediction.-&nbsp;A Multi-Objective Bat Algorithm for Software Defect Prediction.-&nbsp;Mutation Strategy Selection Based on Fitness Landscape Analysis : A Preliminary Study.-&nbsp;Ensemble Learning Based on Multimodal Multiobjective Optimization.-&nbsp;Aircraft scheduling problems based on genetic algorithms.-&nbsp;Estimating Approximation Errors of Elitist Evolutionary Algorithms.-&nbsp;Research on Two-level Inventory Optimization Algorithm for Repairable Spare Parts Based onImproved Differential Evolution.-&nbsp;A clustering-based multiobjective evolutionary algorithm for balancing exploration and exploitation.-&nbsp;An Improved Squirrel Search Algorithm with Reproduction and Competition Mechanisms.-&nbsp;Modified Self-adaptive Brain Storm Optimization Algorithm for Multimodal Optimization.-&nbsp;Recent Bio-inspired Algorithms for Solving Flexible Job Shop Scheduling Problem: A Comparative Study.-&nbsp;&nbsp;Unidirectional Cyclic Network Architecture for Distributed Evolution.-&nbsp;A Re-initialization Clustering-based Adaptive Differential Evolution for Nonlinear Equations Systems.-&nbsp;Ensemble Learning via Multimodal Multiobjective Differential Evolution and Feature Selection.-&nbsp;A Knee Point based NSGA-II Multi-objective Evolutionary Algorithm.-&nbsp;A Cell Potential and Motion Pattern driven Multi-Robot Coverage Path Planning Algorithm.- Task Set Scheduling of Airport Freight StationBased on Parallel Artificial Bee ColonyAlgorithm.-&nbsp;Water Wave Optimization With Self-Adaptive Directed Propagation.-&nbsp;An Unbiased Butterfly Oplimizatlon Algorilhm.-&nbsp;On-chip health monitoring based on DE-Cluster in 2.5D ICs.-&nbsp;Multi-AGV Collision Avoidance Path Optimization for Unmanned Warehouse Based on ImprovedAnt Colony Algorithm.-&nbsp;An Improved Competitive Swarm Optimizer for Large Scale Optimization.-&nbsp;MEAPCA: A multi-population evolutionary algorithm based on PCA for multi-objective optimization.-&nbsp;A Novel Genetic Algorithm With Population Perturbation and Elimination for Multi-Satellite T-T&C Scheduling Problem.-&nbsp;A Novel Grey Wolf Optimization Based Combined Feature Selection Method.-&nbsp;Improved discrete artificial bee colony algorithm.-&nbsp;UAV 3D Path Planning Based on Multi-population Ensemble Differential Evolution.-&nbsp;Multi-objective Feature Selection based on Artificial Bee Colony for Hyperspectral Images.-&nbsp;Meta-Heuristic Hybrid Algorithmic Approach for Solving Combinatorial Optimization Problem(TSP).-&nbsp;An Effective Two-stage Optimization Method based on NSGA-II for Green Multi-Objective Inte-grated Process Planning and Scheduling Problem.-&nbsp;An Improved Multi-objective Particle Swarm Optimization with Adaptive Penalty Value for Feature Selection.-&nbsp;An Adaptive Brain Storm Optimization Algorithm based on Heuristic Operatorsfor TSP.-&nbsp;A Modified JAYA Algorithm for Optimization in Brushless DC Wheel Motor.-&nbsp;Genetic Action Sequence for Integration of Agent Actions.-&nbsp;Based on fuzzy non-dominant and sparse individuals to improve many-objective differential evolutionary.-&nbsp;KnEA with Ensemble Approach for Parameter Selection for Many-objective Optimization.-&nbsp;Decomposition based differentiate evolution algorithm with niching strategy for Multimodal Multi-objective Optimization.-&nbsp;A Bacterial Foraging Framework for AgentBased Modeling.-&nbsp;A Modified Memetic Algorithm for Multi-depot Green Capacitated Arc Routing Problem.-&nbsp;Multi-objective Pick-up Point Location Optimization Based on A Modied Genetic Algorithm.-&nbsp;Efficient Evolutionary Neural Architecture Search (NAS) by Modular Inheritable Crossover.<div><br><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br><div><div>&nbsp;</div></div></div></div>

Rubrieken

Populaire producten

    Personen

      Trefwoorden

        Bio-inspired Computing: Theories and Applications