Evolutionary synthesis of multi-agent systems for dynamic dial-a-ride problems

Created by W.Langdon from gp-bibliography.bib Revision:1.4420

  author =       "Rinde R. S. {van Lon} and Tom Holvoet and 
                 Greet {Vanden Berghe} and Tom Wenseleers and Juergen Branke",
  title =        "Evolutionary synthesis of multi-agent systems for
                 dynamic dial-a-ride problems",
  booktitle =    "GECCO 2012 Evolutionary computation and multi-agent
                 systems and simulation (ECoMASS)",
  year =         "2012",
  editor =       "Forrest Stonedahl and Rick Riolo",
  isbn13 =       "978-1-4503-1178-6",
  keywords =     "genetic algorithms, genetic programming",
  pages =        "331--336",
  month =        "7-11 " # jul,
  organisation = "SIGEVO",
  address =      "Philadelphia, Pennsylvania, USA",
  DOI =          "doi:10.1145/2330784.2330832",
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  abstract =     "In dynamic dial-a-ride problems a fleet of vehicles
                 need to handle transportation requests within time. We
                 research how to create a decentralized multi-agent
                 system that can solve the dynamic dial-a-ride problem.
                 Normally multi-agent systems are hand designed for each
                 specific application. In this paper we research the
                 applicability of genetic programming to automatically
                 program a multi-agent system that solves dial-a-ride
                 problems. We evaluated the evolved system by running a
                 number of simulations and compared it's performance to
                 a selection hyper-heuristic. The results shows that
                 genetic programming can be a viable alternative to hand
                 constructing multi-agent systems.",
  notes =        "Also known as \cite{2330832} Distributed at

                 ACM Order Number 910122.",

Genetic Programming entries for Rinde van Lon Tom Holvoet Greet Vanden Berghe Tom Wenseleers Jurgen Branke