Current Trends in Simheuristics: from smart transportation to agent-based simheuristics
Document typeConference lecture
PublisherUniversidad de Granada
Rights accessOpen Access
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 is based on papers , , and , which have been already accepted in the prestigious Winter Simulation Conference.
CitationEstrada-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.