This book provides a structured treatment of the key principles and techniques for enabling efficient processing of deep neural networks (DNNs). DNNs are currently widely used for many artificial intelligence (AI) applications, including computer vision, speech recognition, and robotics. While DNNs deliver state-of-the-art accuracy on many AI tasks, it comes at the cost of high computational complexity. Therefore, techniques that enable effici ...
Multi-objective optimization problems (MOPs) and uncertain optimization problems (UOPs) which widely exist in real life are challengeable problems in the fields of decision making, system designing, and scheduling, amongst others. Decomposition exploits the ideas of OCymaking things simpleOCO and OCydivide and conquerOCO to transform a complex problem into a series of simple ones with the aim of reducing the computational complexity. In order to ...
Congratulations on your decision to venture into the world of programming. Treat this quick study guide as your companion in your learning process. The information here is all you need to create your first HTML language program. From here, you can begin to create complex programs. It is important that you always keep a copy because even professionals need refreshers too! ...
Kubernetes – один из ключевых элементов современной облачной экосистемы. Эта технология обеспечивает надежность, масштабируемость и устойчивость контейнерной виртуализации. Джон Арундел и Джастин Домингус рассказывают об экосистеме Kubernetes и знакомят с проверенными решениями повседневных проблем. Шаг за шагом вы построите собственное облачно-ориентированное приложение и создадите инфраструктуру для его поддержки, настроите среду разработки и ...
Multicore microprocessors are now at the heart of nearly all desktop and laptop computers. While these chips offer exciting opportunities for the creation of newer and faster applications, they also challenge students and educators. How can the new generation of computer scientists growing up with multicore chips learn to program applications that exploit this latent processing power? This unique book is an attempt to introduce concurrent progra ...
Algorithmic information theory (AIT), or Kolmogorov complexity as it is known to mathematicians, can provide a useful tool for scientists to look at natural systems, however, some critical conceptual issues need to be understood and the advances already made collated and put in a form accessible to scientists. This book has been written in the hope that readers will be able to absorb the key ideas behind AIT so that they are in a better position ...
Microsoft Excel has a huge variety of formulas for a variety of situations, and most of them are fairly complex to use. An Excel 2013 Formulas study guide gives the user access to most or all of those formulas in a quick and easy manner. Instead of having to search the internet or flip through a large book, the user can simply find the categorized formula in the study guide and apply it with the tips given. A study guide organizes the formulas i ...
A Microsoft Excel formulas study guide helps students by providing them with all of the formulas needed to perform tasks in Microsoft Excel in one convenient location. Any students taking an Information Systems or Information Technology class for business majors would find this kind of study guide useful. Most of the formulas used in Excel have to be found in various pages of the program's help section, so they are not in one place. Having ...
A study guide on an iPhone or iPad helps one study in two ways. The first is by serving in the same was as a traditional book or other study aid. One can make notes within it, flip through virtual pages, and read it progressively in the same way that textbooks would be used. It also provides one with additional portability. An iPhone or iPad can be more easily carried by a person throughout their day. By doing so, it's easy to simply take t ...
