AI

My Table

Unit 2

S No. Course Content:
0 (Problems Solving, Search and Control Strategies)
1 Solving Problems by Searching
2 Study and analysis of various searching algorithms
3 Implementation of Depth-first search
4 Problem-Solving Agents
5 Searching for Solutions
6 Uninformed Search Strategies: Breadth-first search
7 Uniform-cost search
8 Depth-first search
9 Depth-limited search
10 Iterative deepening depth-first search
11 Bi-directional search
12 Informed (Heuristic) Search Strategies: Greedy best-first search
13 A* search: Minimizing the total estimated solution cost
14 Conditions for optimality: Admissibility and consistency
15 Optimality of A*
12 Memory-bounded heuristic search
13 Heuristic Functions
14 Generating admissible heuristics from sub problems: Pattern databases
15 Learning heuristics from experience
16 Beyond Classical Search: Local Search
17 Algorithms and Optimization Problems: Hill-climbing search Simulated annealing
18 Local beam search
19 Genetic algorithms
21 Local Search in Continuous Spaces
22 Searching with Non-deterministic Actions: AND-OR search trees
23 Searching with Partial Observations

Comments

Post a Comment

Popular posts from this blog

OpenSolaris and Linux virtual memory and address space structures

OpenSolaris and Linux virtual memory and address space structures Read Aloud Stop Reading OpenSolaris and Linux virtual memory and address space structures OpenSolaris and Linux are both popular operating systems that use virtual memory to manage system resources. In this article, we will compare the virtual memory and address space structures of OpenSolaris and Linux. Segmented address space model OpenSolaris uses a segmented address space model, where the address space is divided into multiple segments, each of which is used to store a specific type of data. For example, the text segment is used to store executable code, while the data segment is used to store global and static variables. This model allows for more efficient memory allocation and management, as it reduces the fragmentation of memory. Linux, on the other hand, uses a flat address space model, where the entire address space is treated as a single unit. This model is simpler than the segmented mode
Click Here to Read

Tying top-down and bottom-up object and memory page lookups with the actual x86 page translation and segmentation

Tying top-down and bottom-up object and memory page lookups with the actual x86 page translation and segmentation Read Aloud Stop Reading Tying top-down and bottom-up object and memory page lookups with the actual x86 page translation and segmentation Object-oriented programming (OOP) and virtual memory management are two essential concepts in modern computer systems. In this article, we will explore the connection between the top-down and bottom-up approaches used in OOP and memory page lookups, and the x86 page translation and segmentation mechanisms. Top-Down and Bottom-Up Approaches in OOP In OOP, two main approaches are used to design and implement software systems: top-down and bottom-up. The top-down approach starts with the system's high-level requirements and design, and then the details are gradually added until the system is fully specified. The bottom-up approach, on the other hand, starts with the low-level details and gradually bui
Click Here to Read

OpenSolaris and UNIX System V system administration pragmatics: service startup, dependencies, management, system updates

Read Aloud Stop Reading System administration is an important aspect of managing any operating system, and OpenSolaris is no exception. In this article, we will discuss some of the pragmatic approaches to system administration in OpenSolaris, including service startup, dependencies, management, and system updates. Service Startup: One of the primary tasks of system administration is to manage the startup of various services on the system. In OpenSolaris, this is done using the Service Management Facility (SMF). SMF provides a uniform and consistent way to manage services across the system. SMF is based on the concept of service instances, where each service is defined as an instance of a service contract. Service contracts define the characteristics of the service, including its dependencies, runtime properties, and logging information. SMF provides a number of commands that allow administrators to manage services. The svcs command lists the current status of all servic
Click Here to Read