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Enhancing a t-way interaction algorithm in matlab

Enhancing a t-way interaction algorithm in matlab / Abdul Haziq Abdul Razak
Tesis ini menerangkan pelaksanaan dan pengoptimuman strategi yang sedia ada t-cara, dipanggil penjana t-cara.Dilaksanakan dalam Java kod, pelaksanaan semasa penjana-t cara (yang terdiri daripada algoritma gabungan yang menyeluruh, algoritma pemilihan binari dan algoritma gabungan cara-t) kelihatan banyak, berlebihan, dan tidak dioptimumkan. Di samping itu, pelaksanaan adalah terlalu lama apabila simulasi sejumlah besar nilai kekuatan. Menangani isu-isu ini, versi baru penjana t-cara, dipanggil penjana t-cara 2, dibangunkan dalam Matlab. Tidak seperti sebelumnya, penjana t-cara 2 menawarkan pelaksanaan yang modular dan pengiraan yang mudah. Empat uji kaji telah dijalankan untuk membandingkan dan mengesahkan kebenaran pelaksanaan untuk penjana t-cara 2. Dalam berbuat demikian, beberapa pengajaran yang dipelajari dan ruang untuk kerja-kerja masa depan juga dikenalpasti dan dinamakan. _______________________________________________________________________________________________________ This thesis describes the implementation and optimization of an existing t-way strategy, called t-way generator. Implemented in Java, the current implementation of the t-way generator (which consists of an exhaustive combination algorithm, the binary selection algorithm and the t-way combination algorithm) appear bulky, redundant, and not optimized. In addition, the execution time takes a long time when simulating a large number of strength values. Addressing these issues, a new version of t-way generator, called t-way generator2, is developed in the Matlab environment. Unlike its predecessor, t-way generator2 offers modular implementation and lightweight computation. Four experiments have been conducted to compare and verify the correctness of implementation for t-way generator2. In doing so, some lessons learned and avenues for future work are also identified and cited.
Contributor(s):
Abdul Haziq Abdul Razak - Author
Primary Item Type:
Final Year Project
Identifiers:
Accession Number : 875004732
Barcode : 00003096353
Language:
English
Subject Keywords:
t-way generator; algorithm; Matlab
First presented to the public:
7/1/2012
Original Publication Date:
3/9/2018
Previously Published By:
Universiti Sains Malaysia
Place Of Publication:
School of Electrical & Electronic Engineering
Citation:
Extents:
Number of Pages - 81
License Grantor / Date Granted:
  / ( View License )
Date Deposited
2018-03-09 16:45:28.657
Date Last Updated
2019-01-07 11:24:32.9118
Submitter:
Mohd Jasnizam Mohd Salleh

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Enhancing a t-way interaction algorithm in matlab1 2018-03-09 16:45:28.657