Optimal Load Allocations by Linkage of Evolutionary Optimization Algorithms with Inductive Models of Watershed Response

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Tufail:2005:WWERC,
  author =       "Mohammad Tufail and Lindell Ormsbee",
  title =        "Optimal Load Allocations by Linkage of Evolutionary
                 Optimization Algorithms with Inductive Models of
                 Watershed Response",
  booktitle =    "World Water and Environmental Resources Congress
                 2005",
  year =         "2005",
  editor =       "Raymond Walton",
  address =      "Anchorage, Alaska, USA",
  month =        may # " 15-19",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1061/40792(173)349",
  abstract =     "Two separate optimisation strategies (genetic
                 algorithm and box complex method) are compared in the
                 development of optimal nutrient load allocations for
                 the water quality-impaired Beargrass Creek Watershed in
                 Louisville, Jefferson County, Kentucky. The optimal
                 load allocations are determined by linking the
                 optimization algorithms with receiving water inductive
                 models developed for the lower reaches of the
                 watershed. The inductive models are developed from (1)
                 a synthesis of both input and output response variables
                 as derived from a continuous simulation of the
                 watershed using a calibrated HSPF model, and (2) a
                 synthesis of the continuous and discrete water quality
                 data sampled over the last 2 years in the watershed.
                 Inductive model construction is performed by use of
                 artificial neural networks and the use of functional
                 fixed-set genetic programming. The use of inductive
                 models provides a more computational efficient
                 framework for linkage with an optimisation model for
                 use in developing an optimal loading strategy.",
  notes =        "c2005 ASCE",
}

Genetic Programming entries for Mohammad Tufail Lindell Ormsbee

Citations