The Information Technology ACT, 2000

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10 जुलाई , 2022 : लॉर्ड गौतम बुद्धा ट्रस्ट एवं इंटरनेशनल रिसर्च एंड डेवलपमेंट एसोसिएशन, झारखंड के संयुक्त तत्वाधान में “ द इनफार्मेशन टेक्नोलॉजी एक्ट, 2000 ” पर सेमिनार का आयोजन बुद्धा साइंस एंड टेक्निकल इंस्टीट्यूट, चूना भट्ठा, कोकर के सभागार में इंफॉर्मेशन साइंटिस्ट भारत भूषण के द्वारा दीप प्रज्वलित कर किया गया।

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बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट
Buddha Science & Technical Institute
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What is Heuristics? A heuristic is a technique that is used to solve a problem faster than the classic methods. These techniques are used to find the approximate solution of a problem when classical methods do not. Heuristics are said to be the problem-solving techniques that result in practical and quick solutions. Heuristics are strategies that are derived from past experience with similar problems. Heuristics use practical methods and shortcuts used to produce the solutions that may or may not be optimal, but those solutions are sufficient in a given limited timeframe. History Psychologists Daniel Kahneman and Amos Tversky have developed the study of Heuristics in human decision-making in the 1970s and 1980s. However, this concept was first introduced by the Nobel Laureate Herbert A. Simon, whose primary object of research was problem-solving. Why do we need heuristics? Heuristics are used in situations in which there is the requirement of a short-term solution. On facing complex situations with limited resources and time, Heuristics can help the companies to make quick decisions by shortcuts and approximated calculations. Most of the heuristic methods involve mental shortcuts to make decisions on past experiences. Heuristic techniques The heuristic method might not always provide us the finest solution, but it is assured that it helps us find a good solution in a reasonable time. Based on context, there can be different heuristic methods that correlate with the problem's scope. The most common heuristic methods are - trial and error, guesswork, the process of elimination, historical data analysis. These methods involve simply available information that is not particular to the problem but is most appropriate. They can include representative, affect, and availability heuristics. We can perform the Heuristic techniques into two categories: Direct Heuristic Search techniques in AI It includes Blind Search, Uninformed Search, and Blind control strategy. These search techniques are not always possible as they require much memory and time. These techniques search the complete space for a solution and use the arbitrary ordering of operations. The examples of Direct Heuristic search techniques include Breadth-First Search (BFS) and Depth First Search (DFS). Weak Heuristic Search techniques in AI It includes Informed Search, Heuristic Search, and Heuristic control strategy. These techniques are helpful when they are applied properly to the right types of tasks. They usually require domain-specific information. The examples of Weak Heuristic search techniques include Best First Search (BFS) and A*.

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Hill Climbing Algorithm in Artificial Intelligence Hill climbing algorithm is a local search algorithm which continuously moves in the direction of increasing elevation/value to find the peak of the mountain or best solution to the problem. It terminates when it reaches a peak value where no neighbor has a higher value. Hill climbing algorithm is a technique which is used for optimizing the mathematical problems. One of the widely discussed examples of Hill climbing algorithm is Traveling-salesman Problem in which we need to minimize the distance traveled by the salesman. It is also called greedy local search as it only looks to its good immediate neighbor state and not beyond that. A node of hill climbing algorithm has two components which are state and value. Hill Climbing is mostly used when a good heuristic is available. In this algorithm, we don't need to maintain and handle the search tree or graph as it only keeps a single current state. Features of Hill Climbing: Following are some main features of Hill Climbing Algorithm: Generate and Test variant: Hill Climbing is the variant of Generate and Test method. The Generate and Test method produce feedback which helps to decide which direction to move in the search space. Greedy approach: Hill-climbing algorithm search moves in the direction which optimizes the cost. No backtracking: It does not backtrack the search space, as it does not remember the previous states. State-space Diagram for Hill Climbing: The state-space landscape is a graphical representation of the hill-climbing algorithm which is showing a graph between various states of algorithm and Objective function/Cost. On Y-axis we have taken the function which can be an objective function or cost function, and state-space on the x-axis. If the function on Y-axis is cost then, the goal of search is to find the global minimum and local minimum. If the function of Y-axis is Objective function, then the goal of the search is to find the global maximum and local maximum.

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Control Strategies Control Strategy in Artificial Intelligence scenario is a technique or strategy, tells us about which rule has to be applied next while searching for the solution of a problem within problem space. It helps us to decide which rule has to apply next without getting stuck at any point. Characteristics of Control Strategies A good Control strategy has two main characteristics:  Control Strategy should cause Motion  Control strategy should be Systematic Co ntrol Strategy should cause Motion Each rule or strategy applied should cause the motion because if there will be no motion than such control strategy will never lead to a solution. Motion states about the change of state and if a state will not change then there be no movement from an initial state and we would never solve the problem. Co ntrol Strategy should be Systematic Though the strategy applied should create the motion but if do not follow some systematic strategy than we are likely to reach the same state number of times before reaching the solution which increases the number of steps. Taking care of only first strategy we may go through particular useless sequences of operators several times. Control Strategy should be systematic implies a need for global motion as well as for local motion.

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Dynamic Programming : Dynamic programming is a technique for solving problems by breaking them down into smaller subproblems, solving each subproblem once, and storing the solution to each subproblem so that it can be reused in the future. Some characteristics of dynamic programming include: Optimal substructure: Dynamic programming problems typically have an optimal substructure, meaning that the optimal solution to the problem can be obtained by solving the subproblems optimally and combining their solutions. Overlapping subproblems: Dynamic programming problems often involve overlapping subproblems, meaning that the same subproblems are solved multiple times. To avoid solving the same subproblem multiple times, dynamic programming algorithms store the solutions to the subproblems in a table or array, so that they can be reused later. Bottom-up approach: Dynamic programming algorithms usually solve problems using a bottom-up approach, meaning that they start by solving the smallest subproblems and work their way up to the larger ones. Efficiency: Dynamic programming algorithms can be very efficient, especially when the subproblems overlap significantly. By storing the solutions to the subproblems and reusing them, dynamic programming algorithms can avoid redundant computations and achieve good time and space complexity. Applicability: Dynamic programming is applicable to a wide range of problems, including optimization problems, decision problems, and problems that involve sequential decisions. It is often used to solve problems in computer science, operations research, and economics. Algorithm Design Techniques Iterative techniques, Divide and Conquer, Dynamic Programming, Greedy Algorithms.

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The Information Technology ACT, 2000

1. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

2. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

3. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

4. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

5. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

6. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

7. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

8. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

9. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

10. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

11. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

12. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

13. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

14. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

15. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

16. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

17. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

18. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

19. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

20. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

21. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

22. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

23. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

24. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

25. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

26. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

27. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

28. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

29. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

30. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

31. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

32. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

33. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

34. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

35. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

36. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

37. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

38. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

39. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

40. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

41. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

42. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

43. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

44. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

45. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

46. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

47. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

48. बुद्धा साइन्स एंड टेक्निकल इंस्टीट्यूट Buddha Science & Technical Institute Kokar, Ranchi, Jharkhand An Institution for Strong Foundation IIT-JEE / NEET With 11th & 12th Seminar on “The Information Technology ACT, 2000” Join for NEET Join for IIT-JEE

The Information Technology ACT, 2000

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The Information Technology ACT, 2000