Now showing items 1-5 of 5
Two Algorithmic Enhancements for the Parallel Differential Evolution
This paper proposes the use of two algorithms based on the parallel differential evolution. The first algorithm proposes the use of endemic control parameters within a parallel differential evolution algorithm; the ...
A Study on scale factor in distributed differential evolution.
This paper proposes the employment of multiple scale factor values within distributed differential evolution structures. Four different scale factor schemes are proposed, tested, compared and analyzed. Two schemes simply ...
Distributed Differential Evolution with Explorative-Exploitative Population Families
This paper proposes a novel distributed differential evolution algorithm, namely Distributed Differential Evolution with Explorative–Exploitative Population Families (DDE-EEPF). In DDE-EEPF the sub-populations are grouped ...
Shuffle Or Update Parallel Differential Evolution for Large-Scale Optimization
This paper proposes a novel algorithm for large-scale optimization problems. The proposed algorithm, namely shuffle or update parallel differential evolution (SOUPDE) is a structured population algorithm characterized by ...
Scale Factor Inheritance Mechanism in Distributed Differential Evolution
This article proposes a distributed differential evolution which employs a novel self-adaptive scheme, namely scale factor inheritance. In the proposed algorithm, the population is distributed over several sub-populations ...