TY - GEN AB - This book presents the main concepts of linear algebra from the viewpoint of applied scientists such as computer scientists and engineers, without compromising on mathematical rigor. Based on the idea that computational scientists and engineers need, in both research and professional life, an understanding of theoretical concepts of mathematics in order to be able to propose research advances and innovative solutions, every concept is thoroughly introduced and is accompanied by its informal interpretation. Furthermore, most of the theorems included are first rigorously proved and then shown in practice by a numerical example. When appropriate, topics are presented also by means of pseudocodes, thus highlighting the computer implementation of algebraic theory. It is structured to be accessible to everybody, from students of pure mathematics who are approaching algebra for the first time to researchers and graduate students in applied sciences who need a theoretical manual of algebra to successfully perform their research. Most importantly, this book is designed to be ideal for both theoretical and practical minds and to offer to both alternative and complementary perspectives to study and understand linear algebra. -- AU - Neri, Ferrante, CN - QA76.9.M35 DO - 10.1007/978-3-030-21321-3 DO - 10.1007/978-3-030-21 DO - doi ET - Second edition. ID - 913447 KW - Algebras, Linear. KW - Computer science KW - Engineering mathematics. KW - Matrix theory. LK - https://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-030-21321-3 N1 - Previous edition: 2016. N1 - Foreword by Alberto Grasso. N1 - Includes index. N2 - This book presents the main concepts of linear algebra from the viewpoint of applied scientists such as computer scientists and engineers, without compromising on mathematical rigor. Based on the idea that computational scientists and engineers need, in both research and professional life, an understanding of theoretical concepts of mathematics in order to be able to propose research advances and innovative solutions, every concept is thoroughly introduced and is accompanied by its informal interpretation. Furthermore, most of the theorems included are first rigorously proved and then shown in practice by a numerical example. When appropriate, topics are presented also by means of pseudocodes, thus highlighting the computer implementation of algebraic theory. It is structured to be accessible to everybody, from students of pure mathematics who are approaching algebra for the first time to researchers and graduate students in applied sciences who need a theoretical manual of algebra to successfully perform their research. Most importantly, this book is designed to be ideal for both theoretical and practical minds and to offer to both alternative and complementary perspectives to study and understand linear algebra. -- SN - 9783030213213 SN - 3030213218 SN - 303021320X SN - 9783030213206 SN - 9783030213220 SN - 3030213226 SN - 9783030213237 SN - 3030213234 T1 - Linear algebra for computational sciences and engineering / TI - Linear algebra for computational sciences and engineering / UR - https://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-030-21321-3 ER -