48266 متلب
سه سال پیش منتشر شده
تعداد بازدید: 141
کد پروژه: 373517
شرح پروژه
:پروژه متلب
موضوع: دو تسک کدنویسی بخش محدودی از دو مقاله
رشته تحصیلی : مهندسی صنایع
نرم افزار یا زبان برنامه نویسی پیشنهادی : Matlab
توضیحات پروژه :
ask 1:
The task for you is to read a paper and then repeat the algorithm.
The paper is
B. Liu, H. Aliakbarian, Z.Ma, G. Vandenbosch, G. Gielen, P. Excell, “An Efficient Method for Antenna Design Optimization Based on Evolutionary Computation and Machine Learning Techniques”, IEEE Transactions on Antennas & Propagation, vol. 62, no. 1, pp. 7-18, 2014.
For those who are not able to get it from IEEE Xplore, it is attached.
You can use the ooDACE toolbox and does not need to implement the Gaussian Process yourself. You do not need to test your algorithm by the antenna examples. Instead, you only need to use the Ackley function (https://www-optima.amp.i.kyoto-u.ac.jp/member/student/hedar/Hedar_files/TestGO_files/Page295.htm) to test your algorithm and show the results in your report. Please download and revise the function to change the number of variables to 10 (not 30 as the paper). The number of runs to get the statistical result is also 10. The search range is 〖[-10,10]〗^10.
Task 2:
The task for you is to read a paper and then repeat the algorithm.
The paper is
S. Verel, D. Bilel, L. Arnaud, A. Hernan, and K. Tanaka. "A surrogate model based on Walsh decomposition for pseudo-boolean functions." In International conference on parallel problem solving from nature, pp. 181-193. Springer, Cham, 2018.
For those who are not able to get it from IEEE Xplore, it is attached.
In this task, you need to repeat the Walsh expansion-based surrogate model in this paper. Your code should be tested by the NK landscape problem (the problem can be downloaded from the internet, such as https://github.com/terrycojones/nk-landscapes) using n=25, k=1. Least-Angle Regression should be used for training. There is a reference result in the paper (Fig. 2). You need to show your figure of the same type.
Feel free to use any language you like, MATLAB, Python, etc, and any toolbox you like.
You need to submit your code and a brief report to me.
مهلت پروژه : 15 روز
7346*
این پروژه شامل 1 فایل مهم است، لطفا قبل از ارسال پیشنهاد حتما نسبت به بررسی این فایل اقدام فرمایید.
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14روز
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