数学:Mathematics

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Multidimensional Scaling (MDS)

MultiDimensional Scaling method(MDS) Multidimensional scaling (MDS) is a statistical method for visualizing mul...
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Semiconductor technology and GNN

  Semiconductor technology and GNN As described in ‘Application of AI to semiconductor design processes an...
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Overview of linear programming and examples of algorithms and implementations

Linear programming overview Linear Programming (LP) is a mathematical method for solving the problem of optimi...
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Overview of Trust-Region Methods, algorithms and implementation examples

Overview of Trust-Region Methods Trust-Region Methods (Trust-Region Methods) are algorithms for solving non-lin...
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Othello game solution algorithms and GNN

About the Othello game The game of Othello (Othello) is a board game played between two players using black...
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Overview of Bayesian Multivariate Statistical Modeling and Examples of Algorithms and Implementations

Overview of Bayesian Multivariate Statistical Modeling Bayesian multivariate statistical modeling is a met...
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Overview of Penalty Function Method, Algorithm and Implementation Examples

Overview of Penalty Function Method The Penalty Function Method is a method for converting a constrained optimi...
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Overview of NSGA-II (Non-dominated Sorting Genetic Algorithm II), algorithm and implementation examples

Overview of NSGA-II(Non-dominated Sorting Genetic Algorithm II) NSGA-II (Non-dominated Sorting Genetic Algorit...
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Mathematical logic and the GNN

Overview of mathematical logic Mathematical logic becomes the study of logic using mathematical methods an...
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Overview of Stochastic Gradient Langevin Dynamics (SGLD) and examples of algorithms and implementations

Stochastic Gradient Langevin Dynamics(SGLD) Stochastic Gradient Langevin Dynamics (SGLD) is a stochastic optimi...
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