- author = "Pijush Samui and Viswanathan R. and Jagan J. and Pradeep U. Kurup",
- title = "Determination of Spatial Variability of Rock Depth of {Chennai}",
- booktitle = "Research Anthology on Multi-Industry Uses of Genetic Programming and Algorithms",
- publisher = "IGI Global",
- year = "2020",
- chapter = "6",
- pages = "98--115",
- month = dec,
- note = "Information Resources Management Association",
- keywords = "genetic algorithms, genetic programming",
- isbn13 = "9781799880486",
-
DOI = "
doi:10.4018/978-1-7998-8048-6.ch006",
-
DOI = "doi:10.4018/978-1-7998-8048-6",
- abstract = "This study adopts four modeling techniques Ordinary Kriging (OK), Generalized Regression Neural Network (GRNN), Genetic Programming (GP) and Minimax Probability Machine Regression (MPMR) for prediction of rock depth (d) at Chennai, India. Latitude (Lx) and Longitude (Ly) have been used as inputs of the models. A semivariogram has been constructed for developing the OK model. The developed GP gives equation for prediction of d at any point in Chennai. A comparison of four modeling techniques has been carried out. The performance of MPMR is slightly better than the other models. The developed models give the spatial variability of rock depth at Chennai.",
-
notes = "National Institute of Technology Patna,
India
https://www.igi-global.com/book/research-anthology-multi-industry-uses/267374",
