A novel multi-swarm particle swarm optimization with dynamic learning strategy
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Summary
A novel multi-swarm particle swarm optimization with dynamic learning strategy (PSO-DLS) to improve the performance of PSO and demonstrate its promising effectiveness in solving complex problems statistically comparing to other algorithms.
- Type
- article
- Published
- 2017-12-01
- Cited by
- 151
- References
- 59
- OpenAlex
- https://openalex.org/W2751383815
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:29817201
Keywords
Particle swarm optimization, Swarm behaviour, Computer science, Position (finance), Information exchange
References
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- Particle Swarm Optimization inspired by starling flock behavior
- Improved particle swarm optimization algorithm and its application in text feature selection
- Genetic algorithms and Machine Learning
- A novel particle swarm optimizer hybridized with extremal optimization
- A Self-Learning Particle Swarm Optimizer for Global Optimization Problems
- A novel particle swarm optimization algorithm based on particle migration
- Improved particle swarm algorithm for hydrological parameter optimization
- Dynamic multi-swarm particle swarm optimizer with harmony search
- A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice
- An adaptive parameter tuning of particle swarm optimization algorithm
- A novel particle swarm optimization algorithm with adaptive inertia weight
- Improving particle swarm optimization using multi-layer searching strategy
- Teaching-learning-based optimization: A novel method for constrained mechanical design optimization problems
- Particle swarm optimization with adaptive population size and its application
- Particle Swarm Optimization for the Vehicle Routing Problem with Stochastic Demands
- Selectively-informed particle swarm optimization
- Optimization by Simulated Annealing
- Chaotic maps based on binary particle swarm optimization for feature selection
- Particle Swarm Optimization with Scale-Free Interactions
Cited by
- Empirical study of particle swarm optimization inspired by Lotka–Volterra model in Ecology
- Using a novel multi-variable grey model to forecast the electricity consumption of Shandong Province in China
- A hybrid multi-swarm particle swarm optimization with one-dimensional chaotic search strategy
- A hybrid multi-objective AIS-based algorithm applied to simulation-based optimization of material handling system
- Expansion prediction of alkali aggregate reactivity-affected concrete structures using a hybrid soft computing method
- Cellular learning automata based bare bones PSO with maximum likelihood rotated mutations
- Imperialist Competitive Algorithm with Effective Assimilation Strategy: A Comparative Study on Numerical Benchmark Functions
- An Entropy-based PSO for DAR task scheduling problem
- Topological Evolution of Spiking Neural Networks
- Simulation-based optimization for material handling systems in manufacturing and distribution industries
- Healthcare Facility Location-Allocation Optimization for China’s Developing Cities Utilizing a Multi-Objective Decision Support Approach
- Improved Particle Swarm Optimization Algorithm Based on Last-Eliminated Principle and Enhanced Information Sharing
- Multi-Leader Comprehensive Learning Particle Swarm Optimization with Adaptive Mutation for Economic Load Dispatch Problems
- A hierarchical simple particle swarm optimization with mean dimensional information
- Quantum-Behaved Particle Swarm Optimization with Weighted Mean Personal Best Position and Adaptive Local Attractor
- Self-adapting control parameters in particle swarm optimization
- Priority-Based Decision Support System (PBDSS) by Genetic Algorithm as a Tool for Network Problem
- A modified particle swarm optimization algorithm based on velocity updating mechanism
- PSO-based Minimum-time Motion Planning for Multiple Vehicles Under Acceleration and Velocity Limitations
- Particle Swarm Optimization applied to Multi-Reservoir Operating Policy in Inter-Basin Water Transfer System
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