The aim of this book is to provide an overview of classic as well as new research results on optimization problems and algorithms. Beside the theoretical basis, the book contains a number of chapters describing the application of the theory in practice, that is, reports on successfully solving real-world engineering challenges by means of optimization algorithms. These case studies are collected from a wide range of application domains within computer engineering. The diversity of the presented approaches offers a number of practical tips and insights into the practical application of optimization algorithms, highlighting real-world challenges and solutions. Researchers, practitioners and graduate students will find the book equally useful.problem is convex, the convergence of the log-likelihood to its maximum is guaranteed. ... sharp features. An appropriate penalty term is the total variation ( TV) of the function , which expresses the level of oscillation but does not penalizeanbsp;...
|Title||:||Optimization in computer engineering – Theory and applications|
|Author||:||Zoltán Ádám Mann|
|Publisher||:||Scientific Research Publishing, Inc. USA - 2011-11-15|