Extensively verify the following assertion: An AI search algorithm known as uniform cost serach finds the best possible solution to every search issue.
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Extensively verify the following assertion:
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- Give examples of informed search strategies in artificial intelligenceTo compare search algorithms, four criteria were developed: completeness, optimality, time complexity, and space complexity. Select one of the following criteria to describe why iterative deepening search may be superior than hill climbing (rather than random restart).Alert: Don't submit AI generated answer and propvide detail solution with proper explanation and step by step answer. prove by cases that : | x+ y| <= |x| + |y|
- Four criteria were devised to compare search strategies: completeness, optimality, time complexity, and space complexity. Choose one of the following criteria to explain why iterative deepening search may be better than hill climbing (not random restart).Problem statement Given the below maze configuration, the task of the robot is to navigate in the maze and find the optimal path to reach the finish position. It can move to the north, south, west and east direction. While navigating through the environment it has obstacles like walls. For each transition, a path cost of +3 is added in search. Assume that the robot's vision sensors are sensitive to the exposure to the sunlight and whenever it tries to move towards the east direction resulting in incurring an additional penalty of +5 cost. Use Euclidean distance as a heuristic wherever necessary. Start Finish Use the following algorithms to find the optimal path. a. A* Algorithm b. Hill Climbing Algorithm Evaluations will be based on the following: 1. Explain the PEAS (Performance measure, Environment, Actuator, Sensor.) for your agent. 2. Use both the above mentioned algorithms and implement in PYTHON. 3. Print the optimal path sequence with costs. 4. Include code in your…Explain how supervised learning algorithms may benefit from using PCA by using principal component analysis (PCA).
- computer science - When a stalemate is found, those who are unable to go forward are given the required resources.les Se X + re.learn.edgenuity.com/player/ Principles Semester A ns 1 2 3 Oheuristic O superpolynomial time O brute force O tractable problem Mark this and return O M □ O An intractable problem is one for which no efficient algorithm exists that can find an exact solution in a reasonable amount of time. Which of the following algorithmic approaches is used to produce a result for an intractable problem but may sacrifice accuracy? Save and Exit Next G English Sign out <4 V V TIME REMAINING 54:51 Kinley Heath Submit Mar 27 X O ⠀ 10:290Algorithms!! Computer Science Solve the following problem using the Brute-Force technique and write your theoretical analysis for the brute force case.
- Winburg Mini Case Study Explain why this project fails To reduce traffic congestion in downtown Winburg, Indiana, the mayor convinces the city toset up a public transportation system. Bus-only lanes are to be established, and commuterswill be encouraged to “park and ride”; that is, to park their cars in suburban parking lots andthen take buses from there to work and back at cost of one dollar per ride. Each bus is tohave a fare machine that accepts only one dollar bills. Passengers insert a bill into the slotsas they enter the bus. Sensors inside the fare machine scan the bill, and the software in themachine uses an image recognition algorithm to decide whether the passenger has indeedinserted a valid dollar bill into the slot. It is important that the fare machine be accuratebecause, once the news gets out that any piece of paper will do the trick, fare income willplummet to effectively zero. Conversely, if the machine regularly rejects valid dollar bills,passengers will be reluctant…Se x + learn.edgenuity.com/player/ nciples Semester A This algorithm is using a heuristic Mark this and return brute force approach heuristic tractable problem superpolynomial time O to approximate the best route. ↑ A mapping application cannot consider every factor to calculate the fastest route in a reasonable amount of time. Instead, the application uses an algorithm that considers only the most important factors such as total distance and traffic congestion along popular routes. MD A Save and Exit Next G < English Sign out ☆ * TIME REMAINING 58:34 Submit Mar 27 19 0 Kinley Heath X ⠀ + 10:25 0 4Scenario 3In an attempt to deter speeders, the East Dakota State Police (EDSP) installs video cameras on all of its freeway overpasses. The cameras are connected to computers that can reliably detect cars traveling more than five miles per hour above the speed limit. These computers have sophisticated image recognition software that enables them to read license plate numbers and capture highresolution pictures of vehicle drivers. If the picture of the driver matches the driver’s license photo of one of the registered owners of the car, the system issues a speeding ticket to the driver, complete with photo evidence. Six months after the system is put into operation, the number of people speeding on East Dakota freeways is reduced by 90 percent. The FBI asks the EDSP for real-time access to the information collected by the video cameras. The EDSP complies with this request. Three months later, the FBI uses this information to arrest five members of a terrorist organization. Questions 1.…
