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- In industrial fabrication of plastics, waste is produced. This waste, contain poisonous compounds. Before a safe disposal, into the environment, it must first be treated, and the poisonous compounds, removed from the waste. The poisonous compound has been found to naturally decompose after some days, after which, the waste can be safely disposed into the environment. A computer has been dedicated to automatically discharge the waste to the environment, through an outlet valve when it has found the waste to be harmless after some days. After some years, the computer developed an irreparable fault, that needed to be replaced. As a seasoned Environmental Engineer, you’ve been employed to develop a program that can run on this new computer to do just that. a) Develop an algorithm that solves the problem. b) Implement your algorithm in python.In industrial fabrication of plastics, waste is produced. This waste, contain poisonous compounds. Before a safe disposal, into the environment, it must first be treated, and the poisonous compounds, removed from the waste. The poisonous compound has been found to naturally decompose after some days, after which, the waste can be safely disposed into the environment. A computer has been dedicated to automatically discharge the waste to the environment, through an outlet valve when it has found the waste to be harmless after some days. After some years, the computer developed an irreparable fault, that needed to be replaced. As a seasoned Environmental Engineer, you’ve been employed to develop a program that can run on this new computer to do just that. Develop an algorithm that solves the problem. Implement your algorithm in pythonEX2010 Mathematics - Computing Coursework C-Cwo(y) West North C=Cnc (X) South дс = 0 By Oc =0 ax East x In a rectangular domain illustrated above, the concentration C satisfies the following advection- diffusive equation, ac ac (a²c a²c\ ас at ax +u+v. =Г ду + in which u and v are velocity in x and y directions; I' is a diffusion coefficient. The length L and width Ly of the domain are 50 m and 1 m, respectively. The corresponding boundary conditions are a On the west boundary x=0: C = Cwo(y) = Cya (y-1)) where Cya is the centration at y ya and a is a coefficient. In this problem, ya=0.1, Cya = 1.0 and α = 1/8; ⚫ On the north boundary y = Ly: C ⚫ On the east boundary x = Lx: = 0 = CnL(x) = 0; ac ax ⚫ On the south boundary y = 0:3 дс = 0 ay At the initial time, C=0. You are asked to calculate the concentration distribution at /= 100s using the finite difference method. For simplicity, both the velocity and the diffusion coefficient are specified as constant values, i.e. u = 1.5 m/s, v =…
- The state transition diagram for a Turing machine that performs unary increment is shown below. FIGURE 12.6 1/1/R State 1 6/1/R State 2 State diagram for the incrementer Show how this Turing machine will process the input "1111111". You are required to show the configuration of the Turing machine at the beginning of the execution and after each execution step until the Turing machine halts.PLEASE CODE IN PYTHON Problem Description:In order to ensure peace and prosperity for future generations, the United Nations is creating the world’s largest candy. The ingredients must be taken in railway cars from the top of a mountain and poured into Lake Geneva. The railway system goes steeply from the mountaintop down to the lake, with a T-shaped branch in the middle as shown below. Right now, each of the N ingredients is in its own railway car. Each railway car is assigned a positive integer from 1 to N. The ingredients must be poured into the lake in the order 1, 2, 3, . . . , N but the railway cars are lined up in some random order. The difficulty is that, because of the especially heavy gravity today, you can only move cars downhill to the lake, or sideways on the branch line. Is it still possible to pour the ingredients into the lake in the order 1, 2, 3, . . . , N ? For example, if the cars were in the order 2, 3, 1, 4, we can slide these into the lake in order as described…Could you lend me your expertise with this question? I'm having difficulty grasping how to approach it, particularly in creating a Turing machine. Would you mind demonstrating the process with a state diagram? I find that visual aids greatly enhance my understanding, especially as a visual learner. Question that I need help with: Create the Turing machinethat will compute the quotient and theremainder of two binary numbersInput data format: [first binary numberA]/[second binary number B]Output data format: [the quotient of A byB]#[remainder of A by B]Note: You can assume that both A and B arepositive. Distinguish when the quotient iszero or nonzero.Use descriptive labels for the states. Explainin detail how your machine works.
- For a scenario of four floor lift write an assembly language code such that when user press any key from [1 till 4] lift should move to the corresponding floor. ONLY ASSEMBLY CODE, NO JAVA OR CAssumptions.... • Alphabet Σ = {a,b} f(w) = wR o where ΜΕΣ+ To do in this exercise... Construct a Standard Turing Machine to compute the function f as described above.A. Give at least 10 other Python Libraries used in machine learning. Define thefunction of each libraries
- Using Java, answer the following ques: It has been established that road accident is the number one killer in Ghana far exceeding that of HIV aids and COVID-19 put together. Most of the road accidents are known to have been caused by driver negligence. There is currently no system in place to track offenses committed by drivers. Charles Saah of AiTSystem a software company advised that a system should be put in place to track the number of offenses committed by drivers. The system should be able to count the number of offenses committed by each driver and make the following recommendations.a. If a minor offense is committed by a driver, a fine of GHs 50 should be charged and the driver cautioned. A second minor offense by the same driver should attract a fine of GHs 150 and the bared from driving for two weeks. If the same driver commits more than two minor offenses, the driver’s license should be confiscated and directed to go for retraining as a driver. b. However, if a major offense…The mathematical functions introduced in Chapter 4 can be used to compute and simulate engineering and scientific issues. In these cases, we formulate the mathematical issue and then use the computer to perform computations and simulations. Can a computer programme solve a math problem and develop mathematical formulas, i.e., can it perform the functions of a mathematician?The language must be in python. Neural Network Units two training examples:Example 1: [0.9, 10.0, 3.1, 1]Example 2: [0.9, 2.1, 3.7, 1] Note that you don't have to explicitly include a threshold or bias since the examples include a last element of 1 which means that the last weight effectively operates as a threshold. Create a single ReLU unit and provide the outputs for those examples. Calculate the derivative of the ReLU with respect to net input for both examples