User:Jarle Pahr/Optimization: Difference between revisions
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http://sourceforge.net/projects/minion/?source=directory | http://sourceforge.net/projects/minion/?source=directory | ||
=Constrained optimization= | |||
http://www.mit.edu/~dimitrib/Constrained-Opt.pdf | |||
http://www.mathworks.se/help/optim/constrained-optimization.html | |||
http://en.wikipedia.org/wiki/Constrained_optimization | |||
=Bibliography= | =Bibliography= |
Revision as of 00:57, 4 October 2013
Notes on optimization theory:
Numerical recipes: http://www.nr.com/
See also http://openwetware.org/wiki/Optimality_In_Biology
Numerical optimization of industrial processes: http://support.dce.felk.cvut.cz/mediawiki/images/5/50/Bp_2013_caletkova_lenka.pdf
Concepts
Pareto front:
Linear programming:
http://www.aimms.com/aimms/download/manuals/aimms3om_linearprogrammingtricks.pdf
Quadratic programming:
Convex optimization:
http://systemsbiology.ucsd.edu/Classes/Convex
Algorithms
Software
GLPK
http://sourceforge.net/projects/minion/?source=directory
Constrained optimization
http://www.mit.edu/~dimitrib/Constrained-Opt.pdf
http://www.mathworks.se/help/optim/constrained-optimization.html
http://en.wikipedia.org/wiki/Constrained_optimization
Bibliography
Books:
Convex Optimization – Boyd and Vandenberghe: http://www.stanford.edu/~boyd/cvxbook/