Notes

Learning Stuffs

• Data Structure and Algorithms Tutorial

• PKU JudgeOnline

• ADMM (Prof Stephen P. Boyd)

• NSGA-II (MathWorks)

• Deep Learning: Deep Learning Tutorial, Caffe, theano, TensorFlow

• wizardforcel@GitBook (for programmer)

Journal References

• IEEE Journals, Transactions, Letters, and Magazines

• Control Science and Engineering: Automatica, T-AC, T-ASE, T-CST

• Electrical and Electronic Enigneering: T-IE, T-PWRS, T-SE, T-SG, T-TE, R&SE_Rev

• Transportation Engineering: T-ITS, TR.A, TR.B, TR.C, TR.D, TR.E, TR.F, TRSC

• Computer Science and Engineering: T-NNLS

Optimization Solvers & Studios

• Solvers: A summary

• Commercial Solvers (free for academic users): CPLEX, Gurobi (Example Tour, Gurobi FAQs, Quick Start Guide, Reference Manual), Mosek

• Modelling Tools: CVX, MiniZinc, modeFRONTIER, Yalmip

• Google Optimization: Google Optimization Tools

• PORTA: Download, User Guidance

Programming Studios

• For Beginners: CodeBlocks

• Java: Eclipse IDE, Java Tutorial

• PuTTY & HPC Tools: PuTTY Download, FileZilla Download

• Python: Basic Pack, Continuum/Anaconda, PyCharm

• Qt: Qt/Qt Creator, Qt Documentation, Qt Guide from USTC LUG (In Chinese), Qt4 Guide (In Chinese)

• VS: Microsoft Visual Studio

Numerical Simulation

• MATLAB + Python: Run User-defined Python Module in MATLAB

Simulation

• For air traffic systems: AirTOp

• For manufacturing system: AnyLogic, NetLogo

• For transportation systems: Google Earth Engine (GEE), MATSim, PTV Vissim, Vissim Learning Notes, PTV Viswalk, SUMO (Open Source), TransModeler

• Dataset: New York Dataset, Chicago Dataset, California Dataset, Minnesota Dataset

Text Editors

• Fantastic editors: Atom, Sublime Text, Vim

• LaTeX Tools: Beamer, MacTeX, MikTeX, TeXstudio

Misc

• Scholar Websites: Google Scholar, ResearchGate Homepage, Mendeley, arxiv.org

• Jemdoc: Reference Page

• Jemdoc on Windows: How to configure Jemdoc in Windows OS?

• RDP Tools: RDP Settings for Multiple Users (Windows 10)

• Ubuntu: Internet Connection Problem

• I2R: Intranet

• NTU: iNTU, NTU CITS, NTU eduroam settings

• USTC: LUG@USTC, USTC BBS, USTC Homepage, USTC mail, USTC Open Source Software Mirror