Heterogeneous differential evolution particle swarm optimization ...

HeDE-PSO can balance exploration and exploitation and obtains strong adaptability on different kinds of optimization problems.

[PDF] Heterogeneous differential evolution particle swarm ...

HeDE-PSO can balance exploration and exploitation and obtains strong adaptability on different kinds of optimization problems and outperforms other compared ...

Abstract and Figures. To develop a high performance and widely applicable particle swarm optimization (PSO) algorithm, a heterogeneous differential evolution ...

Heterogeneous comprehensive learning particle swarm optimization ...

Therefore, in the population-based evolutionary algorithms, it is important to obtain the balance between exploration and exploitation of the search space [1], ...

Heterogeneous differential evolution particle swarm optimization ...

AbstractTo develop a high performance and widely applicable particle swarm optimization (PSO) algorithm, a heterogeneous differential evolution particle ...

Particle Swarm Optimization or Differential Evolution—A comparison

However, although historically DE is considered to be Evolutionary Algorithm, and PSO to be Swarm Intelligence method, some researchers point out that due to ...

Heterogeneous differential evolution particle swarm optimization ...

AbstractTo develop a high performance and widely applicable particle swarm optimization (PSO) algorithm, a heterogeneous differential evolution particle ...

Heterogeneous pbest-guided comprehensive learning particle ...

A hybrid particle swarm optimization approach with prior crossover differential evolution. GEC '09: Proceedings of the first ACM/SIGEVO Summit ...

Research on Improved Differential Evolution Particle Swarm Hybrid ...

This study presents an enhanced hybrid optimization approach utilizing both the principles of differential evolution and particle swarm optimization.

Heterogeneous Differential Evolution for Numerical Optimization

proposed and applied to particle swarm optimization (PSO). [12, 13], where particles in the swarm use different velocity and position update ...

An Heterogeneous Particle Swarm Optimizer with Predator and ...

The scouting predator-prey optimizer is compared with several variations of both particle swarm and differential evolution algorithms on a large set of ...

Dynamic particle swarm optimization with heterogeneous multicore ...

Nature-based stochastic methods, including genetic algorithms, particle swarm optimization (PSO), and differential evolution, have been particularly effective ...

Adaptive heterogeneous particle swarm optimization with ... - J-Stage

The related works are surveyed from the viewpoints of PSO, comprehensive learning strategy, and differential evolution. 2.1 Particle swarm optimization. The PSO ...

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Particle Swarm Optimization or Differential Evolution—A comparison

AbstractIn the mid 1990s two landmark metaheuristics have been proposed: Particle Swarm Optimization and Differential Evolution.

Adaptive heterogeneous particle swarm optimization with ...

Keywords · Comprehensive learning · Differential evolution · Particle swarm optimization · Swarm intelligence ...

A Heterogeneous Differential Evolution Algorithm and Its Distributed ...

For example, Liao et al. [37] developed a distributed particle swarm optimization algorithm based on Hadoop to minimize the power consumption of ...

A Self-Adaptive Discrete PSO Algorithm with Heterogeneous ...

evolution algorithms [14],. differential evolution [15],. particle swarm optimization [16]. Self-adaptivity from the perspectives of bio-inspired algorithms ...

Multiobjective particle swarm optimization with direction search and ...

... heterogeneous factory systems with the criterion of maximizing ... Chi, Multi-objective particle swarm-differential evolution algorithm, Neural Comput.

Performance Comparison between Particle Swarm Optimization and ...

postman delivery; vehicle routing problem; particle swarm optimization algorithm; differential evolution algorithm ... heterogeneous fleet (MTVRPB). They ...