Incremental Granular Model Improvement Using Particle Swarm Optimization
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DOI: 10.3390/sym11030390
Abstract: This paper proposes an incremental granular model (IGM) based on particle swarm optimization (PSO) algorithm. An IGM is a combination of linear regression (LR) and granular model (GM) where the global part calculates the error… read more here.
Keywords: granular model; incremental granular; swarm optimization; model ... See more keywords
Optimization by Context Refinement for Development of Incremental Granular Models
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DOI: 10.3390/sym12111916
Abstract: Optimization by refinement of linguistic contexts produced from an output variable in the construction of an incremental granular model (IGM) is presented herein. In contrast to the conventional learning method using the backpropagation algorithm, we… read more here.
Keywords: incremental granular; context refinement; linear regression; optimization context ... See more keywords