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The Genetic Algorithm Approach to Protein Structure Prediction
Predicting the three-dimensional structure of proteins from their linear sequence is one of the major challenges in modern biology. It is widely...
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Multi Objective Optimization using Non-Dominated Sort Genetic Algorithm with Artificial Neural Network for Reactive Dividing Wall Column
AbstractIn this study, multi-objective optimization of reactive dividing wall column is presented. Production of methyl acetate from acetic acid and...
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Map** of DNA base-pair sequence from breathing dynamics of hetero-polymeric DNA: A genetic algorithm-based study
A strategy to obtain the DNA base-pair sequence is proposed from the information of the time series data of the size fluctuations (breathing) of...
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Cost and Efficiency Optimizations of ZnO/EG Nanofluids Using Non-dominated Sorting Genetic Algorithm Coupled with a Statistical Method
In this study, optimization of ZnO/EG nanofluids was investigated to increase efficiency and reduce costs. To determine the efficiency of nanofluid,...
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Minimum elutriation velocity of the binary solid mixture — Empirical correlation and genetic algorithm (GA) modeling
The solid-water fluidized bed was investigated with a binary mixture of irregularly shaped sand particles. A binary mixture was produced by mixing...
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Machine learning and genetic algorithm as tools for single and multi-objective shape optimization of micromixers with Cantor fractal structure
Shape optimization of micromixers with Cantor fractal structures on the top and bottom walls has been conducted using a combination of...
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Investigation and optimization of olefin purification in methanol-to-olefin process based on machine learning approach coupled with genetic algorithm
In this study, the goal was to develop a robust model for prediction of the performance of a purification section of methanol to olefin (MTO) process...
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Optimisation of culture conditions for gesho (Rhamnus prinoides.L) callus differentiation using Artificial Neural Network-Genetic Algorithm (ANN-GA) Techniques
Gesho ( Rhamnus prinoides ) is a medicinal plant with antioxidant and anti-inflammatory activities commonly used in the ethnomedicinal systems of...
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Genetic Algorithm Optimization for Obtaining Accurate Molecular Weight Distributions from Sedimentation Velocity Experiments
Sedimentation experiments can provide a large amount of information about the composition of a sample, and the properties of each component...
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Improved production of RNA-inhibiting antimicrobial peptide by Bacillus licheniformis MCC 2514 facilitated by a genetic algorithm optimized medium
One of the significant challenges during the purification and characterization of antimicrobial peptides (AMPs) from Bacillus sp. is the interference...
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Optimization of accelerated solvent extraction of zeaxanthin from orange paprika using response surface methodology and an artificial neural network coupled with a genetic algorithm
This study aimed to optimize the accelerated solvent extraction (ASE) condition of zeaxanthin from orange paprika using a response surface...
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Unsteady numerical modeling, experimental validation and optimization of a solar air heater based on the second law of thermodynamics using genetic algorithm
Solar air heaters have a low thermal performance and it is necessary to improve their efficiency. The objective is to find operating conditions with...
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Derivation of a Force Field for Computer Simulations of Multi-Walled Nanotubes Using Genetic Algorithm. I. Tungsten Disulfide
AbstractA technique for constructing force fields based on the use of genetic algorithms is proposed, which is aimed at parameterization of...
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Modelling and optimization of Fenton processes through neural network and genetic algorithm
Response surface methodology (RSM), multi-layer perceptron trained by Levenberg-Marquardt (MLP-LM); multi-layer perception and Sigma-Pi neural...
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Optimal conditions of paint wastewater coagulation with gastropod shell conchiolin using response surface design and artificial neural network-genetic algorithm
The potential of gastropod shell conchiolin (GSC) (a waste product of the deprotenization stage of chitosan production) as one of the alternatives to...
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X-ray emission spectroscopy: a genetic algorithm to disentangle core–hole-induced dynamics
A genetic algorithm (GA) is developed and applied to make proper connections of final-state potential-energy surfaces and X-ray emission (XES) cross...
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Computational peptide discovery with a genetic programming approach
The development of peptides for therapeutic targets or biomarkers for disease diagnosis is a challenging task in protein engineering. Current...
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Microencapsulation of Dragon Fruit Peel Extract by Freeze-Drying Using Hydrocolloids: Optimization by Hybrid Artificial Neural Network and Genetic Algorithm
The freeze-drying encapsulation process was used to encapsulate dragon fruit peel extract with three distinct wall materials: maltodextrin, gum...
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An On-Demand Inverse Design Method for Nanophotonic Devices Based on Generative Model and Hybrid Optimization Algorithm
The inverse design of nanophotonic devices has been widely concerned by researchers, and on-demand design is the difficulty of inverse design. In...
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Genetic Network Design Automation with LOICA
Genetic design automation (GDA) is the use of computer-aided design (CAD) in designing genetic networks. GDA tools are necessary to create more...