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Means-Ends Analysis in AI
| Institution | Jomo Kenyatta University of Science and Technology |
| Course | Information Technolo... |
| Year | 3rd Year |
| Semester | Unknown |
| Posted By | Jeff Odhiambo |
| File Type | |
| Pages | 4 Pages |
| File Size | 111.9 KB |
| Views | 1918 |
| Downloads | 0 |
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Description
Buy "Means-Ends Analysis in AI" now and learn how to solve complex and large problems with a mixture of forward and backward reasoning techniques. This comprehensive book introduces the concept of Means-Ends Analysis (MEA), a problem-solving strategy that limits search in AI programs by first solving major parts of a problem and then addressing smaller subproblems as they arise. With practical examples and detailed explanations, you'll explore how MEA works by evaluating differences between the current state and goal state, and applying operators to reduce these differences, making it accessible to both beginners and seasoned professionals.
Dive into the fascinating world of Operator Subgoaling, where operators are selected, and subgoals are set up to establish the preconditions for solving a problem. The book covers the essential algorithm for MEA and provides real-world examples to illustrate its application in various AI-driven tasks. "Means-Ends Analysis in AI" is an essential read for anyone looking to deepen their understanding of AI's problem-solving techniques and apply these methods to tackle real-world challenges effectively.
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Introduction to cloud computing
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Building cloud infrastructure
Building cloud infrastructure involves creating and deploying a combination of hardware, software, networking, and services to host and manage applications, data, and resources in a cloud computing environment.
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1.32 MB
Physical layer
In cloud computing, the physical layer refers to the foundational hardware infrastructure and resources that support the cloud environment. It includes all the physical components necessary to store, process, and transmit data.
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Virtual Layer
A virtual layer refers to an abstraction layer that separates the physical resources or systems from the applications or processes that utilize them. It creates an interface or "virtualization" to make underlying resources more flexible, scalable, and easier to manage. Virtual layers are commonly used in computing, networking, and software environments.
1521 Views
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1.82 MB
Control Layer
control layer refers to the management and orchestration layer that oversees the underlying cloud infrastructure. It acts as an intermediary between the physical or virtual resources and the user or application interfaces. The control layer is responsible for enabling resource provisioning, monitoring, scaling, and other management tasks.
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Service and Orchestration
A service in cloud computing refers to a specific resource or functionality provided by a cloud provider. Services can range from infrastructure to platforms and applications.Service orchestration is the automated coordination and management of multiple services to achieve a specific outcome. It ensures that individual services work together efficiently to deliver complex workflows or applications.
1565 Views
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Business Continuity
Business continuity refers to the ability of a business or organization to maintain essential functions during and after a disruptive event. In the context of cloud computing, it ensures that cloud-based services and applications remain available and operational, even in the event of hardware failures, cyberattacks, natural disasters, or other emergencies. Business continuity in cloud computing focuses on resilience, redundancy, and minimizing downtime.
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Security
This module focuses security cross-layer function of the cloud computing reference model. This module focuses on key security threats to a cloud infrastructure. It focuses on the various security mechanisms that enables the cloud service providers to mitigate these threats. Finally, this module focuses on the governance, risk, and compliance (GRC) aspect in a cloud environment.
429 Views
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Service Management
This module focuses on the service management cross-layer function of the cloud computing reference model. This module focuses on service portfolio management and service operation management processes.
298 Views
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1.46 MB