| Question | TASK a) Implement a simple GA with fitness-proportionate selection, roulette-wheel sampling, population size100, single-point crossover rate pc = 0.7, and bitwise mutation rate pm = 0.001. The used chromosome representation is the 64-bit IEEE-754 double precision format. b) The fitness function is designed to estimate the root of the function: ??(??) = ?? 10 ?17 – 200 ?? ? ?? ? ? + 21 Consider the search range is within [-100, 100]. 2. Result Analysis TASK a) Report results of five runs. Every result set is obtained by running the GA for 100 generations and plotting the fitness of the best individual found at each generation as well as the average fitness of the population at each generation. b) Discuss the convergence consistency of GA to a correct root. |
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| Subject | python programming |
Order the answer to: Implement a simple GA with fitness-proportionate selection, roulette-wheel sampling, population…
Order the answer to: you will write two complete python programs that will allow two players to play the game of…
| Question | In this assignment, you will write two complete python programs that will allow two players to play the game of network tic-tac-toe. It will include two programs, a server and a client. The server will allow two clients to connect and then will begin the game. The client programs accept input from the player and transmits the command to the server which will execute the commands and send a reply back to the client programs. The client and server programs are to communicate via the Internet (network) using TCP sockets. Your server should be able to handle commands from either client in any order. Your clients should be able to handle responses from the server or the player. (hint: use select) The game is for two players on a 3×3 grid. The player who moves first uses X marks. The second player uses O marks. Each player takes turns placing their mark (X/O) on an empty spot on the grid. The game ends when all spots have a mark or either player has 3 marks in a row. REQUIREMENTS: • Your code should be well documented in terms of comments. For example, good comments in general consist of a header (with your name, course section, date, and brief description), comments for each variable, and commented blocks of code. • Your server should be named “minor5server.py”, without the quotes. • Your client should be named “minor5client.py”, without the quotes. • Your programs will be graded based largely on whether it works correctly on the CSE machines (e.g., cse01, cse02, …, cse06), so you should make sure that your scripts do not have any runtime errors and runs on a CSE machine. • This is an individual programming assignment that must be the sole work of the individual student. Any instance of academic dishonesty will result in a grade of “F” for the course, along with a report filed into the Academic Integrity Database. |
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| Subject | python programming |
Order the answer to: A polygon is a closed loop made up of straight line segments. When the loop does not intersect…
| Question | A polygon is a closed loop made up of straight line segments. When the loop does not intersect itself, the polygon is said to be a simple polygon. We can think of a simple polygon as a sequence of vertices specified in counter-clockwise order. Each vertex is a point with an (x,y) coordinate. For example, the simple polygon Q = {v0,v1,v2,v3,v4,v5,v6} in Figure 1(a) has 7 vertices and 7 edges. |
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| Subject | python programming |
Order the answer to: You are required to apply your programming language design features considering a particular…
| Question | Overview You are required to apply your programming language design features considering a particular industry or problem domain. You must make and justify decisions regarding the features of the language which make it suitable for the provided industry/problem domain. Completion of this assignment requires an understanding of: ? Features and functionalities of multiple programming languages ? Knowledge of the given domain/industry in terms of designing a programming language Timelines and Expectations ? Percentage Value of Task: 20% ? Due: Fri, May 08, 2020 – 23:55 (week 7) ? Minimum time expectation: 20 hours Learning Outcomes Assessed The following course learning outcomes are assessed by completing this assessment: ? Understand the significance of various features of different programming languages ? Understand the features of a programming language while considering a particular domain ? Demonstrate skills in designing a programming language |
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| Subject | python programming |
Order the answer to: Consider the macroeconomic model for real business cycles taken from Dejong and Dave (2011)…
| Question | Consider the macroeconomic model for real business cycles taken from Dejong and Dave (2011) Chapter 3. In your last problem set you derived the nonlinear system: |
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| Subject | python programming |
Order the answer to: You are to analyze FBI crime statistics for 2016. The data consists of crime statistics for each…
| Question | You are to analyze FBI crime statistics for 2016. The data consists of crime statistics for each city (and the District of Columbia) itemized by type of crime. The data is in the json file FBI_CrimeData_2016.json. Once the data in this file is loaded into a variable, the resultant data structure is a list where each element is a dictionary. Each dictionary consists of the following key-value pairs; Region: The region in which the State is located. The values are Midwest, Northeast, South, and West. State: The State name including the District of Columbia. City: The city in which the crimes occurred. Population: The city population. Murder: The number of murders that occurred in the city. Rape: The number of rapes that occurred in the city. Robbery: The number of robberies that occurred in the city. Assault: The number of assaults that occurred in the city. Burglary: The number of burglaries that occurred in the city. Theft: The number of thefts, exclusive of vehicle, that occurred in the city. Vehicle_Theft: The number of vehicle thefts that occurred in the city For purposes of the project, the crimes murder through assault are considered violent crimes. The remaining three categories are considered non-violent crimes. Objective: From the crime statistics data, you are to produce the following output: 1. A bar chart showing the number of “Murders by Region”. 2. A bar chart showing the number of “Violent Crimes by Region”. 3. A bar chart showing the number of “Non-violent Crimes by Region”. 4. A report which is tabular list showing the total violent crimes for each State and the distance from the national mean. |
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| Subject | python programming |
Order the answer to: Write a Python code that gets a file name from a user using the input statement and reads it to…
| Question | Write a Python code that gets a file name from a user using the input statement and reads it to obtain information about students. Each line of the file includes information about a different student and has two items separated by a space character. A file, grades.dat, that includes the names and grades of 10 students as shown below is given as an example. The first item is the student name and the second item is the grade of that student. The code will read the information in the file in a dictionary where student names are keys and their grades are values using a for loop. The second item in each line that represents a grade will be converted to float when it is read as a value in the dictionary. The code is expected to print the name and grade of the student that are read in each execution of the for loop. A grade is considered success if it is 70 or above, and failure if it is below 70. The code will count the number of successes, numSuccesses, and the number of failures, numFailures. It will print successFailureRatio, which is numSuccesses divided by numFailures |
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| Subject | python programming |
Order the answer to: Your program will be written in Python 3. The only in-built module methods and attributes you…
| Question | Your program will be written in Python 3. The only in-built module methods and attributes you are allowed to use are: sys.argv sys.exit() os.system(“clear”) You may not import any other modules. To you, a scaffold of a suggested implementation structure is provided. Some test cases require certain features of your code and cannot be modified. |
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| Subject | python programming |
Order the answer to: Write a program to manage a Books store. The book store should have minimum 20 different books….
| Question | Write a program to manage a Books store. The book store should have minimum 20 different books. All the book data should be collected from file (like book title, authors, publisher, publication year, price, max discount rate etc.), some data like book order details can be collected through interactive way (like keyboard). From user you will take following inputs (you can get the input from a file or through the keyboards)- 1. Customer information a. Name b. Address c. Telephone 2. Order of the targeted Book (ex. 10 copies of “Harry potter and the order of the phoenix”.) 3. For each you should have following information(minimum) a. Name/Title of the book b. Author/s c. Publisher d. Year of publication e. Type of publication format (i.e. Hardcover, paperback etc.) f. Price per unit i. Original price ii. Selling price g. Discount rates h. Book ID (like ISBN number) i. Postal charge 4. Special offers. on some specific books. |
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| Subject | python programming |
Order the answer to: Your team should have already identified the problem that you are going to work on from the…
| Question | Your team should have already identified the problem that you are going to work on from the submission of the assignment. Your team can only work on the same problem domain from your assignment. If you are going to change your problem domain, talk to your unit coordinator first to seek approval. This should be done at least 4 weeks before the due date of this project. After which, you will not be allowed to change your problem domain. However, you are allowed to change the AI techniques used. The advice is not to leave it too late as well. When creating an intelligent system, you will need to discuss and demonstrate an understanding of the following in the final project:- • Why the particular AI techniques are chosen for the problem • Provide a detail description of the steps in creating the AI systems • Describe and explain any data pre-processing and post-processing steps. Give reasons to justify why they are required for the different AI techniques used. • Explain any parameters available in the AI techniques that you can optimise or trial, even though if you are accepting the default values. You will need to demonstrate that you understand them. • Provide comparison and investigation of the different AI techniques selected to implement the solutions. • Why the kind of evaluation method you have chosen is suitable for evaluating your AI system (including the discussion of why such measurement is used) • Provide justification from your investigation and comparison results to recommend the best solution for your problem domain. |
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| Subject | python programming |
