- author = "Julian Dorado and Juan R. Rabu$\tilde{n}$al and Jer\'onimo Puertas and Antonino Santos and Daniel Rivero",
- title = "Prediction and Modelling of the Flow of a Typical Urban Basin through Genetic Programming",
- booktitle = "Applications of Evolutionary Computing, Proceedings of EvoWorkshops2002: EvoCOP, EvoIASP, EvoSTim/EvoPLAN",
- year = "2002",
- editor = "Stefano Cagnoni and Jens Gottlieb and Emma Hart and Martin Middendorf and G{"}unther Raidl",
- volume = "2279",
- series = "LNCS",
- pages = "190--201",
- address = "Kinsale, Ireland",
- publisher_address = "Berlin",
- month = "3-4 " # apr,
- organisation = "EvoNet",
- publisher = "Springer-Verlag",
- keywords = "genetic algorithms, genetic programming, evolutionary computation, applications, hydrology, rain-fall run-off, sewage, flooding alarm, transference function, hydraulic enginnering, kinematic wave, unit hydographs, STGP",
- ISBN = "3-540-43432-1",
-
DOI = "
doi:10.1007/3-540-46004-7_20",
- size = "12 pages",
- abstract = "Genetic Programming (GP) is an evolutionary method that creates computer programs that represent approximate or exact solutions to a problem. This paper proposes an application of GP in hydrology, namely for modelling the effect of rain on the run-off flow in a typical urban basin. The ultimate goal of this research is to design a real time alarm system to warn of floods or subsidence in various types of urban basin. Results look promising and appear to offer some improvement over stochastic methods for analysing river basin systems such as unitary radiographs.",
-
notes = "EvoWorkshops2002, part of cagnoni:2002:ews
Vitoria, Spain, 5 minute pluviometer samples = 288 samples per day. Data for rainless days??? Replicated -288...575 three cycles {"}to avoid this discontinuity{"} p193. Sine and Cosine but no IF? No details of mutation, no fine constant adjustment, no anti-bloat measures?
Fitting average day and rainy day are separated.
Complex arithmetic, mutlti-typed system. {"}This execution does not return any value, it only stores the system's poles, zeros and constants{"} p197. Poles outside unit circle lead to immediate death of tree. Tested on 20 hours and 45 minutes of variable rainfall. Average error on GP model less than that of {"}SCS Unit Hydrograph{"}, Table 1.",
