Software Test Automation (ACM Press) You can't just buy an automated testing tool and expect to improve your organization's testing process without some real effort, at least that is what the authors of Software Test Automation argue. Written for any test manager or engineer, this practical-minded guide shows the right way to automate testing to bring down costs and improve... Reinforcement Learning and Approximate Dynamic Programming for Feedback Control
Modern day society relies on the operation of complex systems including aircraft, automobiles,
electric power systems, economic entities, business organizations, banking
and finance systems, computer networks, manufacturing systems, and industrial processes,
Decision and control are responsible for ensuring that these systems perform... Introduction to Machine Learning (Adaptive Computation and Machine Learning) The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Many successful applications of machine learning exist already, including systems that analyze past sales data to predict customer behavior, recognize faces or spoken speech, optimize robot behavior so that a task can be completed...
Optimal Design of Queueing Systems
The First Comprehensive Book on the Subject
Focusing on the underlying structure of a system, Optimal Design of Queueing Systems explores how to set the parameters of a queueing system, such as arrival and service rates, before putting it into operation. It considers various objectives, comparing...
Signals and Boundaries: Building Blocks for Complex Adaptive Systems
Complex adaptive systems (cas), including ecosystems, governments, biological cells, and markets, are characterized by intricate hierarchical arrangements of boundaries and signals. In ecosystems, for example, niches act as semi-permeable boundaries, and smells and visual patterns serve as signals; governments have departmental hierarchies...
Distributed Multiple Description Coding: Principles, Algorithms and Systems
This book examines distributed video coding (DVC) and multiple description coding (MDC), two novel techniques designed to address the problems of conventional image and video compression coding. Covering all fundamental concepts and core technologies, the chapters can also be read as independent and self-sufficient, describing each...
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