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Initial models optimized by molecular mechanics were set up in order to minimize the energy of an isolated chain and then located in the crystalline lattice by using the unit cell parameters obtained from the X-ray diffraction measurements.
In this regard, energy and exergy data of the aircraft achieved from several engine runs at different power settings have been utilized to derive the ANN (artificial neural network) models optimized by a GA (genetic algorithm).
Based on ClustalW alignments three-dimensional models of VB1VB and VB1OE were generated by comparative protein modeling with MODELLER [19] module in Discovery Studio Modeling1.1 (Accelrys Inc .. Twenty models, optimized by a short simulated annealing refinement protocol available in MODELLER, were generated for each Vβ domain.
Based on ClustalW alignments, three-dimensional models were generated by comparative protein modeling with MODELLER program [ 70] as implemented in Discovery Studio 3.5 (Accelrys Inc .. Twenty models, optimized by a short simulated annealing refinement protocol available in MODELLER, were generated for each globin chain.
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The least square support vector regression (LSSVR) model, optimized by the chaotic particle swarm optimization method combined with the gravitation search algorithm (CPSOGSA), is employed to model all reconstructed components independently.
A Grey model optimized by the Ant Lion Optimizer and a regression model optimized by Improved Particle Swarm Optimization are proposed in [19, 20], respectively.
Furthermore, in order to quantify the uncertainty accurately, a novel architecture aimed at uncertainty mining is devised for the forecast module, where a non-parametric model optimized by an improved multi-objective water cycle algorithm is considered a predictor for producing intervals for each mode component after feature selection.
A multi-objectives optimization model is established, and the multi-objectives optimization model is optimized by the non-linear method.
Models are optimized by multiobjective particle swarm optimization algorithm to achieve maximum specific energy absorption capacity and minimum peak crushing force.
The models were optimized by potential energy minimization using the SYBYL ® software package.
Both models were optimized by evolutionary computation, using a maximum likelihood estimator.
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