Name
Abstract | ||
|---|---|---|
The aim of this paper is to give a method for reducing the problem of getting trapped in local optima (cycling), which is a common problem in evolutionary algorithms. For solving this problem we are proposing to use a Tabu method for avoiding already visited regions, this in combination with a novel fuzzy method that can handle imperfect knowledge in a broader way than Intuitionistic fuzzy logic does. This fuzzy method can manage non-contradictory, doubtful, and contradictory information provided by experts, providing a mediated solution, so we called it Mediative Fuzzy Logic. |
Year | Venue | Keywords |
|---|---|---|
2005 | ICAI '05: PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS 1 AND 2 | mediative fuzzy logic,HEM,cycling,optimization |
Field | DocType | Citations |
Interactive evolutionary computation,Memetic algorithm,Evolutionary acquisition of neural topologies,Human-based evolutionary computation,Evolutionary algorithm,Computer science,Evolutionary computation,Artificial intelligence,Evolutionary programming | Conference | 3 |
PageRank | References | Authors |
0.56 | 0 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Oscar Montiel | 1 | 518 | 38.41 |
| Oscar Castillo | 2 | 5289 | 452.83 |
| Patricia Melin | 3 | 4009 | 259.43 |
| Antonio Rodríguez Díaz | 4 | 126 | 11.51 |
| Roberto Sepúlveda | 5 | 104 | 14.22 |