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Bio-inspired Computing: Theories and Applications : 14th International Conference, BIC-TA 2019, Zhengzhou, China, November 22-25, 2019, Revised Selected Papers, Part I / edited by Linqiang Pan, Jing Liang, Boyang Qu.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Communications in computer and information science 1865-0929 ; 1159.
- Communications in Computer and Information Science, 1865-0929 ; 1159
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Algorithms.
- Numerical analysis.
- Computers.
- Computer networks.
- Optical data processing.
- Artificial Intelligence.
- Algorithm Analysis and Problem Complexity.
- Numeric Computing.
- Information Systems and Communication Service.
- Computer Communication Networks.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Local Subjects:
- Artificial Intelligence.
- Algorithm Analysis and Problem Complexity.
- Numeric Computing.
- Information Systems and Communication Service.
- Computer Communication Networks.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Physical Description:
- 1 online resource (XXIV, 775 pages) : 261 illustrations, 168 illustrations in color.
- Edition:
- First edition 2020.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Singapore : Springer Singapore : Imprint: Springer, 2020.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- Review on the Improvement and Application of Ant Colony Algorithm
- Experimental analysis of selective imitation for multifactorial differential evolution
- Brain Storm Optimization Algorithm with Estimation of Distribution
- Tentative Study on Solving Impulse Control Equations of Plant-pest-predator Model with Differential Evolution Algorithm
- 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
- Evolutionary Optimization of Three-degree Influence Spread In Social Networks Based on DiscreteBacterial Foraging Optimization Algorithm
- Ant Colony Algorithm Based on Upper Bound of Nodes for Robot Path Planning Problems
- Adaptive Brain Storm Optimization Based on Learning Automata
- A reference point-based evolutionary algorithm for many-objective fuzzy portfolio selection
- Hybrid Bacterial Forging Optimization based on Artificial Fish Swarm Algorithm and Gaussian Disturbance
- Research on Multiobjective Optimization Strategy of Economic/Environmental Energy Management for Multi-Energy Ship Based on MOEA/D
- Many-objective Evolutionary Optimization based Economic Dispatch of Integrated Energy Systemwith Multi-microgrid and CHP
- Multiobjective Particle Swarm Optimization with Directional Search for Distributed PermutationFlow Shop Scheduling Problem
- An Improved Pigeon-Inspired Optimization Combining Adaptive Inertia Weight with a One-Dimension Modification Mechanism
- ESAE: Evolutionary Strategy-based Architecture Evolution
- Species-based differential evolution with migration for multimodal optimization
- An Enhanced Bacterial Foraging Optimization Based on Levy Flight and Improved Roulette Wheel Selection
- Three-Dimensional Packing Algorithm of Single Container Based on Genetic Algorithm
- A Hybrid Ant Colony Optimization Algorithm for the Fleet Size and Mix Vehicle Routing Problemwith Time Windows
- Multi-Subpopulation Algorithm with Ensemble Mutation Strategies for Protein Structure Prediction
- A Multi-Objective Bat Algorithm for Software Defect Prediction
- Mutation Strategy Selection Based on Fitness Landscape Analysis : A Preliminary Study
- Ensemble Learning Based on Multimodal Multiobjective Optimization
- Aircraft scheduling problems based on genetic algorithms
- Estimating Approximation Errors of Elitist Evolutionary Algorithms
- Research on Two-level Inventory Optimization Algorithm for Repairable Spare Parts Based onImproved Differential Evolution
- A clustering-based multiobjective evolutionary algorithm for balancing exploration and exploitation
- An Improved Squirrel Search Algorithm with Reproduction and Competition Mechanisms
- Modified Self-adaptive Brain Storm Optimization Algorithm for Multimodal Optimization
- Recent Bio-inspired Algorithms for Solving Flexible Job Shop Scheduling Problem: A Comparative Study
- Unidirectional Cyclic Network Architecture for Distributed Evolution
- A Re-initialization Clustering-based Adaptive Differential Evolution for Nonlinear Equations Systems
- Ensemble Learning via Multimodal Multiobjective Differential Evolution and Feature Selection
- A Knee Point based NSGA-II Multi-objective Evolutionary Algorithm
- 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
- Water Wave Optimization With Self-Adaptive Directed Propagation
- An Unbiased Butterfly Oplimizatlon Algorilhm
- On-chip health monitoring based on DE-Cluster in 2.5D ICs
- Multi-AGV Collision Avoidance Path Optimization for Unmanned Warehouse Based on ImprovedAnt Colony Algorithm
- An Improved Competitive Swarm Optimizer for Large Scale Optimization
- MEAPCA: A multi-population evolutionary algorithm based on PCA for multi-objective optimization
- A Novel Genetic Algorithm With Population Perturbation and Elimination for Multi-Satellite T-T&C Scheduling Problem
- A Novel Grey Wolf Optimization Based Combined Feature Selection Method
- Improved discrete artificial bee colony algorithm
- UAV 3D Path Planning Based on Multi-population Ensemble Differential Evolution
- Multi-objective Feature Selection based on Artificial Bee Colony for Hyperspectral Images
- Meta-Heuristic Hybrid Algorithmic Approach for Solving Combinatorial Optimization Problem(TSP)
- An Effective Two-stage Optimization Method based on NSGA-II for Green Multi-Objective Inte-grated Process Planning and Scheduling Problem
- An Improved Multi-objective Particle Swarm Optimization with Adaptive Penalty Value for Feature Selection
- An Adaptive Brain Storm Optimization Algorithm based on Heuristic Operators for TSP
- A Modified JAYA Algorithm for Optimization in Brushless DC Wheel Motor
- Genetic Action Sequence for Integration of Agent Actions
- Based on fuzzy non-dominant and sparse individuals to improve many-objective differential evolutionary
- KnEA with Ensemble Approach for Parameter Selection for Many-objective Optimization
- Decomposition based differentiate evolution algorithm with niching strategy for Multimodal Multi-objective Optimization
- A Bacterial Foraging Framework for AgentBased Modeling
- A Modified Memetic Algorithm for Multi-depot Green Capacitated Arc Routing Problem
- Multi-objective Pick-up Point Location Optimization Based on A Modied Genetic Algorithm
- Efficient Evolutionary Neural Architecture Search (NAS) by Modular Inheritable Crossover. .
- Other Format:
- Printed edition:
- ISBN:
- 978-981-15-3425-6
- 9789811534256
- Access Restriction:
- Restricted for use by site license.
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