Bøger af Manu Banga

The main unifying theme is the idea of an intelligent agent. AI is the study of agents that receive percepts from the environment and perform actions. Each such agent implements a function that maps percept sequences to actions, and covers different ways to represent these functions, such as reactive agents, real-time planners, and decision-theoretic systems, and explains the role of learning as extending the reach of the designer into unknown environments and show how that role constrains agent design, favoring explicit knowledge representation and reasoning and treat robotics and vision not as independently defined problems, but as occurring in the service of achieving goals. The importance of the task environment is in determining the appropriate agent design. Our primary aim is to convey the ideas that have emerged over the past fifty years of AI research and the past two millennia of related work and tried to avoid excessive formality in the presentation of these ideas while retaining precision.

Software Reliability Engineering is an emerging discipline whose importance cannot be undermined. It is receiving unprecedented attention from researchers. In this book, it was endeavored to develop a more practical resource allocation approach catering to different fault removal models under a dynamic environment. The book is divided into five chapters. The first chapter briefly discusses some theoretical concepts and literature related to the work presented.

Data Communication and Computer network plays a vital role in network design and management so understanding systems development life cycle Networking engineering is a complicated task, which involves software, firmware, chip level engineering, hardware, and electric pulses. To ease network engineering, the whole networking concept is divided into multiple layers. Each layer is involved in some particular task and is independent of all other layers. But as a whole, almost all networking tasks depend on all of these layers. Layers share data between them and they depend on each other only to take input and send output.

Reliability is one of the most critical and fundamental aspects while evaluating any software. With the rapid growth in the use of software, the issues concerning the trustworthiness of the software are also increasing. This provides the authors, the motivation to evaluate the software systems fiducially through the implementation of entropy based on the combination weights (CW) methods These weights are the result of mathematical computation and are based on experts¿ opinion. The entropy-based approach enables the authors to determine the degree of criteria as per experts¿ judgment and also remove the biases in the weights, by providing objective weights. On contrary the Analytic Hierarchy Process (AHP) has been considered as principal precise methods for decision making with multiple criteria that have been extensively considered in the operations research literature as well as useful to solve countless real-world problems. The result of this research contributes to providing better judgments by imparting decision information to the decision-makers and also illustrates the robustness of this approach.