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.youtube.com/watch?v=hSxl4IwHuMg - Communication Systems, Linköping University, LIU
https://web.stanford.edu/~boyd/cvxbook/
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 :