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Current Trends in Simheuristics: from smart transportation to agent-based simheuristics

Author
Estrada-Moreno, A.; Juan, Á.; Panadero, J.; Serrat, C.; Freixes, A.
Type of activity
Presentation of work at congresses
Name of edition
XIII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 2018)
Date of publication
2018
Presentation's date
2018-10
Book of congress proceedings
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): Granada, Spain: october 23-26, 2018: proceedings
First page
644
Last page
645
Publisher
Universidad de Granada
Repository
http://hdl.handle.net/2117/130067 Open in new window
Abstract
Simheuristics extend metaheuristics by adding a simulation layer that allows the optimization component to deal efficiently with scenarios under uncertainty. This presentation reviews both initial as well as recent applications of simheuristics, mainly in the area of logistics and transportation. We also discuss a novel agent-based simheuristic (ABSH) approach that combines simheuristic and multi-agent systems to efficiently solve stochastic combinatorial optimization problems. The presentation ...
Citation
Estrada-Moreno, A. [et al.]. Current Trends in Simheuristics: from smart transportation to agent-based simheuristics. A: Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados. "XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): Granada, Spain: october 23-26, 2018: proceedings". Granada: Universidad de Granada, 2018, p. 644-645.
Keywords
agent-based simheuristics, logistics & transportation, simheuristics, stochastic optimization
Group of research
GRBIO - Biostatistics and Bioinformatics Research Group

Participants

  • Estrada-Moreno, Alejandro  (author and speaker )
  • Juan Pérez, Ángel Alejandro  (author and speaker )
  • Panadero, Javier  (author and speaker )
  • Serrat Pie, Carles  (author and speaker )
  • Freixes, Alfons  (author and speaker )

Attachments