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CS 535 Numerical Computation Lab report template

CS 535 Numerical Computation Lab report template


This is simple project about numerical computation of Computer Science. It is going to be not heavy work. Read the Project.pdf and do the work and fill the Word Template and Lab report files what I attachePd. 

P.S Don't need to make presentation.


CS 535 Numerical Computation


Coyote ID:

I Problem Statement and Goals

II Methods, Algorithms, Tools used (if any)

III Program (provide detailed codes for each question if any)

IV Results (provide analysis and results for each question)

V Comments


The Title Should Be in This Format and Should Be Clear, Without Abbreviations or Period at End

Group member 1, Group member 2 and Group member 3

School of Computer Science and Engineering, CSUSB


A summary describes your project objectives, method, expected results. Please strictly follow this template to write a 1-2 page proposal.

1. Introduction

In this section, introduce the background, the significance, the goals, and objectives of your project. You need specifically state what general problems you are going to address, what is your idea and method to solve the problem.

2. Related work

In this section, discuss some papers, tutorials, project demos that you have referred to or highly related to your project.

3. Method

In this section, provide some details about the method you will use to address the targeted problem in your project. Write your new concept or new implementation or new improvement you plan to make (if any).

4. Experiment and dataset

In this section, introduce how do you want to test and verify your method and what dataset to use.

5. Timeline

In this section, a project plan should be described.


[1] (General form) J. K. Author, “Name of paper,” Abbrev. Title of Periodical, vol. x, no. x, pp. xxx–xxx, Abbrev. Month, year.

[2] M. Ito et al., “Application of amorphous oxide TFT to elec- trophoretic display,” J. Non-Cryst. Solids, vol. 354, no. 19, pp. 2777–2782, Feb. 2008.

[3] R. Fardel, M. Nagel, F. Nuesch, T. Lippert, and A. Wokaun, “Fabrication of organic light emitting diode pixels by laser- assisted forward transfer,” Appl. Phys. Lett., vol. 91, no. 6, Aug. 2007, Art. no. 061103.

[4] J. U. Buncombe, “Infrared navigation Part I: Theory,” IEEE Trans. Aerosp. Electron. Syst., vol. AES-4, no. 3, pp. 352– 377, Sep. 1944.


School of Computer Science and Engineering

Cal State University San Bernardino

Final Project

Numerical Computation Project

Numerical ComputationProject

What is Numerical Computation?

Numerical Computation



• Project Description – Form a group

• Group project, 3 members per group

• Exceptional 1-member group is acceptable, demonstrate the ability to complete individually

• Due: Oct. 26th, 2020 (send me the names of group members and project topic)

– Learn one state of the art multivariate analysis method • NMF, PCA, ICA, NN, CNN, etc.

– Apply matrix analysis and numerical computation on real world data sets • image, video, audio, social media, sensory signals, etc.

What is Numerical Computation?

Numerical Computation



• Project Topics – Given topics

• Numerical computing in econometrics

• Applications of the SVD

• Multi-level non-negative matrix factorization

• Multi-view non-negative matrix factorization

• Advanced principal component analysis

• Binary independent component analysis

• 1D convolutional neural networks

• Survey of automatic rank determination in non-negative matrix factorization

– Free optional topics • You can also search and select a topic other than above given topics as

your final project. But your topic should be related to matrix, multivariate analysis and numerical computation. Please send me your topic for approval in advance if you choose a free optional topic.

What is Numerical Computation?

Numerical Computation



• Project Deliveries – Project proposal (template will be given)

• Topic, method, application, novelty

• Novelty (new investigation, new trials, new idea, new design, technology improvement)

• Due: Oct. 30th, 2020

– Presentation (10m presentation)

– Project report • Experiment and discussions

• Findings and conclusions

• In paper format (template will be given)

• Due: Dec. 2nd, 2020

• Good quality project reports will be refined and polished by Dr. Sun and submitted for publication


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