Titlebook: Handbook of Genetic Programming Applications; Amir H. Gandomi,Amir H. Alavi,Conor Ryan Book 2015 Springer International Publishing Switzer

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Evaluation of Liquefaction Potential of Soil Based on Shear Wave Velocity Using Multi-Gene Genetic Pear wave velocity (..) measurement data using a soft computing technique, multi-gene genetic programming (MGGP), which is a variant genetic programming (GP). On the basis of the developed limit state function by the MGGP, a mapping function is presented to correlate probability of liquefaction (..)

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Site Characterization Using GP, MARS and GPR for developing site characterization model of Bangalore (India) based on corrected Standard Penetration Test (SPT) value (N.). GP, MARS and GPR have been used as regression techniques. GP is developed based on genetic algorithm. MARS does not assume any functional relationship between input and out

光滑

Use of Genetic Programming Based Surrogate Models to Simulate Complex Geochemical Transport Processeemical process. Simulation of such complex geochemical processes using efficient numerical models is generally computationally intensive. In order to increase the model reliability for real field data, uncertainties in hydrogeological parameters and boundary conditions are needed to be considered as

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Genetic Programming for Mining Association Rules in Relational Database Environmentsinterest in the storage of information, relational databases comprising a series of relations (tables) and relationships have become essential. We present the first grammar-guided genetic programming approach for mining association rules directly from relational databases. We represent the relationa

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https://doi.org/10.1007/978-3-322-90039-5e evolutionary engine employs graph-based crossover and mutation. We introduce six different fitness functions based on evolutionary art literature and conduct a wide set of experiments. We begin by assessing the adequacy of the system and establishing the experimental parameters. Afterwards, we con