Extensions of the DECO3R algorithm for generating compact and cooperating Fuzzy Rule-based Classification Systems.
Nikolaos L. TsakiridisJohn B. TheocharisRaúl PérezAntonio GonzálezGeorge C. ZalidisPublished in: FUZZ-IEEE (2016)
Keyphrases
- classification systems
- learning algorithm
- k means
- cost function
- data sets
- computational cost
- times faster
- dynamic programming
- detection algorithm
- computational complexity
- optimization algorithm
- search space
- significant improvement
- particle swarm optimization
- np hard
- theoretical analysis
- simulated annealing
- probabilistic model
- preprocessing
- improved algorithm
- convergence rate
- high accuracy
- recognition algorithm
- selection algorithm
- matching algorithm
- tree structure
- computationally efficient
- similarity measure
- hidden markov models
- evolutionary algorithm
- cooperative
- objective function