Søgning på underkategorier- og emner:
With simple language and clear diagrams, this book makes this complex topic accessible, no matter your background. Every chapter features practice exercises to give you the hands-on information you need to master data structures and algorithms for your day-to-day work.
Describes the fundamental mathematics and algorithms of machine learning (an example of artificial... Læs mere
Simulating the behavior of a human heart, predicting tomorrow's weather, optimizing the aerodynamics of a sailboat, finding the ideal cooking time for a hamburger: to solve these problems, cardiologists, meteorologists, sportsmen, and engineers can count on math help.
The Muse of Coding gives students and experienced programmers a way to see coding as an art and themselves as artists whose personal views, experiences and ways of thinking can make their programs better for themselves and their users.
Beginning-Intermediate user level
This book meant for students, scientists and engineers to help in the application of evolutionary algorithms to practical optimization... Læs mere
The approach in this book looks at Enterprise Systems, and their fundamental characteristics, as a complex sociotechnical system and an integrated set of structural and process models that each need to be studied as composite parts of the whole.
Transfer Learning through Embedding Spaces provides a brief background on transfer learning and then focus on the idea of transferring knowledge through... Læs mere
In this book, we have selected some of the most effective and renowned algorithms in the literature. Each chapter includes a brief review of the algorithm’s background and the fields it has been used in.
This textbook bridges this gap, providing an introduction to the mathematical foundations for the main algorithms used in machine learning for those from the physical sciences, without a formal background in computer science.
Introductory courses in combinatorial optimization are popular at the upper undergraduate/graduate levels in computer science, industrial engineering, and business management/OR, owed to its wide applications in these fields.