On the Performance of Particle Swarm Optimizers. Complete Set of Results.

by

Marco A. Montes de Oca

 

Complementary information for the author's "Memoire du Diplôme d'Études Approfondies en Sciences Appliquées".

Abstract:

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Results:

This page contains the complete set of results presented and discussed in the "DEA memoire". Click on the category you are interested in:

Comparison of particle swarm optimizers (Chapter 4, Section 4.2):
Run-Length Distributions (RLDs)
Solution-Quality Distributions (SQDs)
Solution-Quality Development over Time (SQTs)



Effects of different inertia weight schedules on the performance of the decreasing inertia weight particle swarm optimizer (Chapter 4, Section 4.4):
Run-Length Distributions (RLDs)
Solution-Quality Distributions (SQDs)
Solution-Quality Development over Time (SQTs)



Decreasing inertia weight particle swarm optimizer with adaptive restarts (Chapter 5, Section 5.1):
Run-Length Distributions (RLDs)
Solution-Quality Distributions (SQDs)
Solution-Quality Development over Time (SQTs)



Estimation of Distribution Particle Swarm Optimizer (Chapter 5, Section 5.3):
Run-Length Distributions (RLDs)
Solution-Quality Distributions (SQDs)
Solution-Quality Development over Time (SQTs)