Name
Title | ||
|---|---|---|
An approximation method for the P-median problem: A bioinspired tabu search and variable neighborhood search partitioning approach. |
Abstract | ||
|---|---|---|
The bioinspired systems are presented as a set of models that are based on the behavior of some biological systems and how act. These models can be expressed in data mining and operations research where clustering is a recurrent technique used to solve the P-median and territorial design problems. At this point, we have solved the P-median problem with a partitioning approach with bioinspired aspects and Variable Neighborhood Search (VNS). In this work we have improved the basic VNS search strategy and we present a bioinspired partitioning algorithm with optimization by Tabu Search (TS). This clusteringpartitioning problem under a bioinspired connotation has been proposed after observing some characteristics in common between clustering and human behavior during conflict situations, where some characteristics have been modeled accordingly. Finally we present our progress from our VNS implementation to our TS proposal. |
Year | Venue | Field |
|---|---|---|
2016 | Int. J. Hybrid Intell. Syst. | Variable neighborhood search,Guided Local Search,Computer science,Artificial intelligence,Cluster analysis,Machine learning,Tabu search |
DocType | Volume | Issue |
Journal | 13 | 2 |
Citations | PageRank | References |
1 | 0.36 | 5 |
Authors | ||
8 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| María Beatríz Bernábe Loranca | 1 | 1 | 4.42 |
| Jorge A. Ruiz-Vanoye | 2 | 26 | 16.00 |
| Rogelio Gonzalez Velazquez | 3 | 3 | 5.17 |
| Martín Estrada Analco | 4 | 2 | 1.77 |
| Abraham Sánchez López | 5 | 12 | 10.54 |
| Alberto Ochoa Zezzati | 6 | 1 | 0.36 |
| Gerardo Martínez Guzman | 7 | 1 | 0.36 |
| Mario Bustillo Díaz | 8 | 1 | 1.37 |