Agent-supported simulation for coherence-driven workflow discovery and evaluation

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{Topcu:2014:WSC,
  author =       "O. Topcu and L. Yilmaz",
  booktitle =    "Winter Simulation Conference (WSC 2014)",
  title =        "Agent-supported simulation for coherence-driven
                 workflow discovery and evaluation",
  year =         "2014",
  month =        dec,
  pages =        "419--428",
  abstract =     "This article proposes a generic agent-supported
                 symbiotic simulation architecture that generates and
                 evaluates competing coherence-driven workflows using
                 genetic programming. Workflows are examined by an
                 agent-supported multi-simulation environment that
                 allows inducing variation and assessing the outcome of
                 the candidate workflows under a variety of
                 environmental scenarios. The evaluation strategy builds
                 on a coherence-driven selection mechanism that views
                 assessment as a constraint satisfaction problem. The
                 proposed system is also based on an introspective
                 architecture that facilitates monitoring the activities
                 of competing agent simulations as well as the status of
                 the environment to determine the success of the
                 candidate workflow with respect to given or emergent
                 goals.",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1109/WSC.2014.7019908",
  notes =        "Also known as \cite{7019908}",
}

Genetic Programming entries for O Topcu L Yilmaz

Citations