Optimization Model

https://www.mathworks.com/products/optimization.html#defining-optimization-problems   : read VVI

PSO:

https://www.researchgate.net/publication/296636431_Codes_in_MATLAB_for_Particle_Swarm_Optimization

https://www.researchgate.net/publication/297245624_Particle_Swarm_Optimization_Algorithm_and_its_Codes_in_MATLAB

https://www.youtube.com/watch?v=hSxl4IwHuMg   -  Communication Systems, Linköping University, LIU

https://web.stanford.edu/~boyd/cvxbook/

http://cvxr.com/cvx

https://docs.scipy.org/doc/scipy/reference/tutorial/optimize.html  : SciPy 

http://au.mathworks.com/help/pdf_doc/optim/optim_tb.pdf    : Matlab Opt. Toolbox

Very Good Optimization Problem with MATLAB Code:

http://cvxr.com/cvx/

http://cvxr.com/cvx/examples/

Commercial optimization software

https://www.gams.com/products/buy-gams/

Classnotes on Theory of Computation:  

http://www.cs.ucc.ie/~dgb/courses/toc/lectures.html

Best Optimzation website:                 http://yarpiz.com/

Problem types:  http://www.cs.ucc.ie/~dgb/courses/toc/handout29.pdf

Google Optimization:    https://developers.google.com/optimization/

https://developers.google.com/optimization/flow/maxflow

In mathematics and computer science, an optimization problem is the problem of finding the best solution from all feasible solutions. 

Optimization problems can be divided into two categories depending on whether the variables are continuous or discrete. 

-----    An optimization problem with discrete variables is known as a combinatorial optimization problem. 

-----    For each combinatorial optimization problem, there is a corresponding decision problem that asks whether there is a feasible solution for some particular measure 

Reference List ( Book/ Journal / Conference):

http://web.mit.edu/dimitrib/www/datanets.html

NS2:

https://www.youtube.com/watch?v=bV1k0d0b8to

MOSEK

Good Reference:

https://www.wolframalpha.com/examples/Optimization.html

Dr. Viet Phung:

http://lpsolve.sourceforge.net/5.5/                   -------------------- LP Solver with MATLAB

http://lpsolve.sourceforge.net/

Dr. Ekram Paper:

OPTI :  A huge collection Linear and Non-linear

http://www.i2c2.aut.ac.nz/Wiki/OPTI/index.php/Solvers/Solvers

Matlab Optimization Toolbox:

http://au.mathworks.com/products/optimization/index.html

Princeton University:

http://www.princeton.edu/~chiangm/class.html

http://cvxr.com/cvx/                          : CVX Solver

http://lemon.cs.elte.hu/trac/lemon  : Library for Efficient Modeling and Optimization in Networks (LEMON)

Open Source Solver:

https://yalmip.github.io/

CPLEX Solver:

CPLEX (ILP Solver)----------> IBM ILOG CPLEX (v9.130)

http://www-01.ibm.com/software/integration/optimization/cplex- optimizer

http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7117253

http://www.solver.com/problem-types

https://www.youtube.com/watch?v=4LMBGLLBTxY

https://www.youtube.com/watch?v=fJ7L7t6GEww

http://apmonitor.com/me575/index.php/Main/OptimizationTools            : DETAILS 

http://apmonitor.com/me575/index.php/Main/MiniMax

http://apmonitor.com/che263/index.php/Main/MatlabOptimization

https://www.youtube.com/watch?v=Q2zgz0ag0L0

http://au.mathworks.com/help/optim/ug/intlinprog.html#bts3f9f-4

http://au.mathworks.com/help/optim/ug/fmincon.html#f605285

http://au.mathworks.com/support/2012b/optim/6.2.1/demos/Optimization-Modeling-2-Converting-To-Solver-Form.html

http://au.mathworks.com/support/2012b/optim/6.2.1/demos/Optimization-Modeling-1.html

Free MATLAB Toolbox:

GGPLAB

CVX

OPTI

OPTIMTOOL

OPTIPLEX

Commercial Toolbox:

CPLEX (ILP Solver)----------> IBM ILOG CPLEX (v9.130)

OPTI

LEMON

Objective Function : 

Constraints :

Decision Variable :