NonlinearProgram defines an abstract class for general nonlinear programing problems. More...
Public Member Functions | |
| NonlinearProgram (name) | |
| The default class constructor function. More... | |
| function obj = | regVariable (NlpVariable vars) |
| This method registers the information of an optimization variable. More... | |
| function obj = | update () |
| Updates the NLP problems before load it to NLP solver. More... | |
| function obj = | regObjective (NlpFunction funcs) |
| This method registers the information of a NLP function as a cost function. More... | |
| function obj = | regConstraint (NlpFunction funcs) |
| This method registers the information of a NLP function as a constraint. More... | |
| function [ nVar , lowerbound , upperbound ] = | getVarInfo () |
| The function returns the dimension, upper/lower limits of NLP variables. More... | |
| function x0 = | getInitialGuess (char method) |
| This function returns an initial guess for the NLP. More... | |
| function obj = | setOption (varargin) |
| Sets the object options, and return the complete list of option structure including unchanged default options. More... | |
| function | compileConstraint (char export_path,varargin varargin) |
| Compile and export symbolic expression and derivatives of all NLP functions. More... | |
| function | compileObjective (char export_path,varargin varargin) |
| Compile and export symbolic expression and derivatives of all NLP functions. More... | |
Public Attributes | |
| char | Name |
| The name of the problem. More... | |
| struct | Options |
| The class option. More... | |
| NlpVariable | VariableArray |
| An array contains all information regarding NLP optimization variables. More... | |
| NlpFunction | CostArray |
| An array data stores objective functions. More... | |
| NlpFunction | ConstrArray |
| A cell array data stores all constraints functions. More... | |
| Sol | |
| The solution of the NLP problem. More... | |
Public Attributes inherited from handle | |
| addlistener | |
| Creates a listener for the specified event and assigns a callback function to execute when the event occurs. More... | |
| notify | |
| Broadcast a notice that a specific event is occurring on a specified handle object or array of handle objects. More... | |
| delete | |
| Handle object destructor method that is called when the object's lifecycle ends. More... | |
| disp | |
| Handle object disp method which is called by the display method. See the MATLAB disp function. More... | |
| display | |
| Handle object display method called when MATLAB software interprets an expression returning a handle object that is not terminated by a semicolon. See the MATLAB display function. More... | |
| findobj | |
| Finds objects matching the specified conditions from the input array of handle objects. More... | |
| findprop | |
| Returns a meta.property objects associated with the specified property name. More... | |
| fields | |
| Returns a cell array of string containing the names of public properties. More... | |
| fieldnames | |
| Returns a cell array of string containing the names of public properties. See the MATLAB fieldnames function. More... | |
| isvalid | |
| Returns a logical array in which elements are true if the corresponding elements in the input array are valid handles. This method is Sealed so you cannot override it in a handle subclass. More... | |
| eq | |
| Relational functions example. See details for more information. More... | |
| transpose | |
| Transposes the elements of the handle object array. More... | |
| permute | |
| Rearranges the dimensions of the handle object array. See the MATLAB permute function. More... | |
| reshape | |
| hanges the dimensions of the handle object array to the specified dimensions. See the MATLAB reshape function. More... | |
| sort | |
| ort the handle objects in any array in ascending or descending order. More... | |
Detailed Description
NonlinearProgram defines an abstract class for general nonlinear programing problems.
- Date
- 2016-10-26
Copyright (c) 2016, AMBER Lab All right reserved.
Redistribution and use in source and binary forms, with or without modification, are permitted only in compliance with the BSD 3-Clause license, see http://www.opensource.org/licenses/bsd-license.php
Constructor & Destructor Documentation
◆ NonlinearProgram()
|
inline |
The default class constructor function.
- Parameters
-
name the name of the problem
- Required fields of options:
DerivativeLevel —the user-defined derivative order (0, 1 or 2) to be used by a NLP solver.
- Default:
- 1 EqualityConstraintBoundary:a relaxation factor number for equality constraints.
Member Function Documentation
◆ compileConstraint()
Compile and export symbolic expression and derivatives of all NLP functions.
- Parameters
-
export_path the path to export the file varargin variable input parameters Required Parameters for varargin:compileConstraint ( ..., ForceExport, BuildMex )- ForceExport force the export
- BuildMex flag whether to MEX the exported file
◆ compileObjective()
Compile and export symbolic expression and derivatives of all NLP functions.
- Parameters
-
export_path the path to export the file varargin variable input parameters Required Parameters for varargin:compileObjective ( ..., ForceExport, BuildMex )- ForceExport force the export
- BuildMex flag whether to MEX the exported file
◆ getInitialGuess()
| function x0 = NonlinearProgram.getInitialGuess | ( | char | method | ) |
This function returns an initial guess for the NLP.
- Available methods
typical: uses the typical values of NLP variables.random: randomly generates the initial guess. This method generate uniformally distributed random values within the boundaries of NLP variables.previous: returns the previous solution as the initial guess
- Parameters
-
method specifies the method how to generate the initial guess.
◆ getVarInfo()
The function returns the dimension, upper/lower limits of NLP variables.
- Return values
-
nVar the total dimension of all NLP variables lowerbound the lower limits upperbound the upper limits
◆ regConstraint()
| function obj = NonlinearProgram.regConstraint | ( | NlpFunction | funcs | ) |
This method registers the information of a NLP function as a constraint.
- Note
- We always assume 'funcs' to be a 2-D array of objects or table consists of array objects. It also covers 1-D array or scalar variables.
- See also
- NlpFunction
- Parameters
-
funcs a list of contraint functions new NLP variables
- Generated fields of obj:
◆ regObjective()
| function obj = NonlinearProgram.regObjective | ( | NlpFunction | funcs | ) |
This method registers the information of a NLP function as a cost function.
- Note
- We always assume 'funcs' to be a 2-D array of objects or table consists of array objects. It also covers 1-D array or scalar variables.
- See also
- NlpFunction
- Parameters
-
funcs a list of objective functions new NLP variables
- Generated fields of obj:
◆ regVariable()
| function obj = NonlinearProgram.regVariable | ( | NlpVariable | vars | ) |
This method registers the information of an optimization variable.
- Note
- We always assume 'vars' to be a 2-D array of objects or table consists of array objects. It also covers 1-D array or scalar variables.
- Parameters
-
vars new NLP variables
- Generated fields of obj:
◆ setOption()
| function obj = NonlinearProgram.setOption | ( | varargin | ) |
Sets the object options, and return the complete list of option structure including unchanged default options.
- Parameters
-
varargin name-value pairs of option field value
- Return values
-
options the complete list of final option structure
- Generated fields of obj:
◆ update()
| function obj = NonlinearProgram.update | ( | ) |
Updates the NLP problems before load it to NLP solver.
Member Data Documentation
◆ ConstrArray
| NonlinearProgram.ConstrArray |
A cell array data stores all constraints functions.
- Note
- This property has non-standard access specifiers:
SetAccess = Protected, GetAccess = Public - Matlab documentation of property attributes.
◆ CostArray
| NonlinearProgram.CostArray |
An array data stores objective functions.
- Note
- This property has non-standard access specifiers:
SetAccess = Protected, GetAccess = Public - Matlab documentation of property attributes.
◆ Name
| NonlinearProgram.Name |
The name of the problem.
- Note
- This property has non-standard access specifiers:
SetAccess = Protected, GetAccess = Public - Matlab documentation of property attributes.
◆ Options
| NonlinearProgram.Options |
The class option.
- Note
- This property has non-standard access specifiers:
SetAccess = Protected, GetAccess = Public - Matlab documentation of property attributes.
◆ Sol
| NonlinearProgram.Sol |
The solution of the NLP problem.
◆ VariableArray
| NonlinearProgram.VariableArray |
An array contains all information regarding NLP optimization variables.
- Note
- This property has non-standard access specifiers:
SetAccess = Protected, GetAccess = Public - Matlab documentation of property attributes.
The documentation for this class was generated from the following files:
- /home/ayonga/.dropboxes/business/Dropbox/research/dzopt/frost/matlab/nlp/@NonlinearProgram/NonlinearProgram.m
- /home/ayonga/.dropboxes/business/Dropbox/research/dzopt/frost/matlab/nlp/@NonlinearProgram/compileConstraint.m
- /home/ayonga/.dropboxes/business/Dropbox/research/dzopt/frost/matlab/nlp/@NonlinearProgram/compileObjective.m
- /home/ayonga/.dropboxes/business/Dropbox/research/dzopt/frost/matlab/nlp/@NonlinearProgram/getInitialGuess.m
- /home/ayonga/.dropboxes/business/Dropbox/research/dzopt/frost/matlab/nlp/@NonlinearProgram/getVarInfo.m
- /home/ayonga/.dropboxes/business/Dropbox/research/dzopt/frost/matlab/nlp/@NonlinearProgram/regConstraint.m
- /home/ayonga/.dropboxes/business/Dropbox/research/dzopt/frost/matlab/nlp/@NonlinearProgram/regObjective.m
- /home/ayonga/.dropboxes/business/Dropbox/research/dzopt/frost/matlab/nlp/@NonlinearProgram/regVariable.m
- /home/ayonga/.dropboxes/business/Dropbox/research/dzopt/frost/matlab/nlp/@NonlinearProgram/setOption.m
- /home/ayonga/.dropboxes/business/Dropbox/research/dzopt/frost/matlab/nlp/@NonlinearProgram/update.m
Public Attributes inherited from