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Differential Equations By Brian Kolo
eBook (PDF): $14.99
Differential equations play an important role in the physical sciences. This treatise introduces the standard techniques for finding solutions to these equations and explores orthogonal polynomials,... More > Green’s functions, and perturbation theory. These techniques form the basis of mathematical analysis used throughout the physical sciences. This book is suitable for an introductory course on differential equations for undergraduate students. Topics include first and second order differential equations, systems of differential equations, orthogonal polynomials, Green’s functions, perturbation theory, and analysis of nonlinear equations. These topics provide the foundation for understanding problems in the physical sciences for both graduate and undergraduate students.< Less
Single and Multiple Objective Optimization By Brian Kolo
Hardcover: $83.55
Prints in 3-5 business days
Single and Multiple Objective Optimization covers a wide range of techniques for optimizing functions. Single objective optimization examines functions and identifies the function minima and maxima... More > over a predetermined range. Single objective optimization is often handled using differential calculus. However, in many applications, obtaining extrema using the methods of calculus is intractable. Techniques for identifying the Pareto frontier are examined and tested using a suite of test problems. Some of the techniques examined are the weighted sum method, Normal-Boundary Intersection (NBI), Normal Constraint, Strength Pareto Evolutionary Algorithm (SPEA2), Nondominated Sorting Genetic Algorithm (NSGA2), and Directed Search Domain (DSD). These techniques may be compared in terms of the number of function evaluations, the distribution of points on the frontier, the number of frontier points identified, along with many other performance measures. Show More Show Less< Less
Introduction to Matriods By Brian Kolo
Hardcover: $83.55
Prints in 3-5 business days
This non-rigorous introduction to matroids reviews the introductory concepts in matroid theory including vector and graphic matriods. Matroid operations are examined including deletion, duals,... More > contractions, minors, sums and products.< Less
Binary and Multiclass Classification By Brian Kolo
Hardcover: $39.99
Prints in 3-5 business days
Classifiers are ‘black boxes’ that examine an input and place the input into a category. Examples include medical diagnostics (presence/absence of a disease), quality control (is a part... More > defective?), search engine results (does a page match the search criteria?), language identification (what is the language of a document?), and data quality metrics (does this data set have sufficient quality metrics?). Increasingly, software tools are developed that implement or automate the classification process. Competing classification algorithms are compared to determine which is better suited for a particular application. This book develops the tools needed to measure classifier performance, compare classifiers, and rank order the results. This text examines the properties of binary and multiclass classifiers from a general perspective. Topics include classifier performance metrics, error analysis, comparison of classifier performance, metric distributions, and receiver operator characteristics (ROC).< Less
Binary and Multiclass Classification By Brian Kolo
eBook (PDF): $14.99
Classifiers are ‘black boxes’ that examine an input and place the input into a category. Examples include medical diagnostics (presence/absence of a disease), quality control (is a part... More > defective?), search engine results (does a page match the search criteria?), language identification (what is the language of a document?), and data quality metrics (does this data set have sufficient quality metrics?). Increasingly, software tools are developed that implement or automate the classification process. Competing classification algorithms are compared to determine which is better suited for a particular application. This book develops the tools needed to measure classifier performance, compare classifiers, and rank order the results. This text examines the properties of binary and multiclass classifiers from a general perspective. Topics include classifier performance metrics, error analysis, comparison of classifier performance, metric distributions, and receiver operator characteristics (ROC).< Less

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Birth Log Book Birth Log Book By Emily Rumsey
Paperback: $20.00