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Applied Soft Computing, ISSN 1568-4946, 10/2017, Volume 59, pp. 223 - 228
While many applications require models that have no acceptable linear approximation, the simpler nonlinear models are defined by polynomials. The use of... 
Feature extraction | Regularization | Evolutionary polynomial regression | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ALGORITHM | Usage | Algorithms | Analysis | Methods
Journal Article
Journal of Hydroinformatics, ISSN 1464-7141, 2006, Volume 8, Issue 3, pp. 207 - 222
This paper describes a new hybrid regression method that combines the best features of conventional numerical regression techniques with the genetic... 
Regression | Evolutionary computing | Colebrook-White formula | Data-driven modelling | Chézy resistance coefficient | Regressions | Parameter estimation | Illustrations | Computer applications | Constants | Mathematical models | Polynomials | Data | Evolutionary algorithms | Data mining | Genetic algorithms
Journal Article
WATER SCIENCE AND TECHNOLOGY-WATER SUPPLY, ISSN 1606-9749, 11/2019, Volume 19, Issue 7, pp. 2036 - 2043
Air valves are usually sized by heuristic methods or, sometimes, even oversized. Although the technical literature has long focused on the correct sizing of... 
entrapped air | ENVIRONMENTAL SCIENCES | ENGINEERING, ENVIRONMENTAL | hydraulic transients | PRESSURE SURGES | WATER RESOURCES | RELEASE | air valve | FORMULAS | evolutionary polynomial regression | Overpressure | Pipelines | Heuristic methods | Manufacturers | Valves | Technical literature | Air | Equations | Genetic algorithms | Complexity | Regressions | Design | Air flow | Orifices | Hydraulic engineering | Polynomials | Technicians
Journal Article
Engineering Geology, ISSN 0013-7952, 08/2016, Volume 210, pp. 158 - 167
Journal Article
Journal Article
Geomorphology, ISSN 0169-555X, 01/2018, Volume 300, pp. 128 - 140
In this paper, the Evolutionary Polynomial Regression data modelling strategy has been applied to study small scale, short-term coastal morphodynamics, given... 
Coastal erosion | Coastal morphodynamics | Multilinear regression | Evolutionary polynomial regression | SHORELINE CHANGES | SIMULATION | PREDICTION | SEA-LEVEL RISE | GEOGRAPHY, PHYSICAL | GEOSCIENCES, MULTIDISCIPLINARY | EVALUATE | FLUCTUATIONS | SYSTEMS | IMPACTS | INDIA | HAZARDS | Beach erosion | Analysis | Models
Journal Article
JOURNAL OF HYDROINFORMATICS, ISSN 1464-7141, 07/2006, Volume 8, Issue 3, pp. 207 - 222
This paper describes a new hybrid regression method that combines the best features of conventional numerical regression techniques with the genetic... 
FRICTION | ENVIRONMENTAL SCIENCES | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | ENGINEERING, CIVIL | Colebrook-White formula | evolutionary computing | regression | Chezy resistance coefficient | data-driven modelling | WATER RESOURCES
Journal Article
JOURNAL OF HYDROINFORMATICS, ISSN 1464-7141, 11/2019, Volume 21, Issue 6, pp. 980 - 998
The capability to predict the distribution of pollutants in water bodies is one of the most important issues in the design of jet outfalls. Three-dimensional... 
buoyant discharge | computational fluid dynamics | FIELD | ALGORITHM | WATER RESOURCES | MODEL | SIMULATION | evolutionary polynomial regression | temperature field | INTELLIGENCE | ENVIRONMENTAL SCIENCES | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | ENGINEERING, CIVIL | CHANNEL | SURFACE | JET | WATER
Journal Article
Computers and Geosciences, ISSN 0098-3004, 2011, Volume 37, Issue 11, pp. 1860 - 1869
This paper presents a new approach, based on evolutionary polynomial regression (EPR), for prediction of permeability ( ), maximum dry density (MDD), and... 
Optimum moisture content | Evolutionary computing | Permeability | Data mining | Maximum dry density | CLAYS | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | GEOSCIENCES, MULTIDISCIPLINARY | Bentonite | Soils | Rock mechanics | Algorithms | Neural networks | Sand | Evolutionary | Regression | Mathematical models | Density | Genetic algorithms
Journal Article
Biochemical Engineering Journal, ISSN 1369-703X, 02/2015, Volume 94, pp. 74 - 84
Heavy fluctuations in wastewater composition, such as those typical of tourist areas, can lead to a deterioration in treatment plant performance if no action... 
Predictive models | Aerobic processes | Waste-water treatment | Fixed-bed bioreactors | Evolutionary polynomial regression | Optimization | AEROBIC GRANULES | EPR | MODEL-BASED EVALUATION | ENGINEERING, CHEMICAL | REMOVAL | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | WASTE-WATER | GROWTH | SYSTEMS | SLUDGE
Journal Article
Journal of Computing in Civil Engineering, ISSN 0887-3801, 01/2016, Volume 30, Issue 1, p. 4014111
AbstractThe shear capacity of reinforced concrete (RC) beams without stirrups is an important aspect in designing and assessing frame-type buildings. As a... 
Technical Papers | Shear strength | Genetic algorithm | Evolutionary polynomial regression | Multiobjective optimization | Second-order perturbation method | Reinforced concrete | DESIGN | SOILS | MEMBERS | ALGORITHM | STRENGTH | PREDICTION | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | ENGINEERING, CIVIL | DATABASE | MODELS | FINITE-ELEMENT-ANALYSIS
Journal Article
Journal of Pipeline Systems Engineering and Practice, ISSN 1949-1190, 08/2019, Volume 10, Issue 3, p. 4019013
Journal Article