Adhesion
Extends:
Implements the adhesion constraint of Potts models. Each pair of neighboring pixels [n,m] gets a positive energy penalty deltaH if n and m do not belong to the same CellId.
Example:
// Build a CPM and add the constraint
let CPM = require( "path/to/build" )
let C = new CPM.CPM( [200,200], { T : 20 } )
C.add( new CPM.Adhesion( { J : [[0,20],[20,10]] } ) )
// Or add automatically by entering the parameters in the CPM
let C2 = new CPM.CPM( [200,200], {
T : 20,
J : [[0,20],[20,10]]
})
Constructor Summary
Public Constructor | ||
public |
constructor(conf: object) The constructor of Adhesion requires a conf object with a single parameter J. |
Method Summary
Public Methods | ||
public |
This method checks that all required parameters are present in the object supplied to the constructor, and that they are of the right format. |
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public |
deltaH(sourcei: IndexCoordinate, targeti: IndexCoordinate, src_type: CellId, tgt_type: CellId): number Method to compute the Hamiltonian for this constraint. |
Private Methods | ||
private |
H(i: IndexCoordinate, tp: CellId): number Returns the Hamiltonian around a pixel i with cellid tp by checking all its neighbors that belong to a different cellid. |
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private |
Get adhesion between two cells t1,t2 from "conf". |
Inherited Summary
From class Constraint | ||
public get abstract |
This method is actually implemented in the subclass. |
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public set |
This function attaches the relevant CPM to this constraint, so that information about this cpm can be requested from the constraint. |
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public get |
parameters: object: * Get the parameters of this constraint from the conf object. |
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public |
CPM on which this constraint acts. |
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public |
Configuration object for this constraint. |
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public abstract |
cellParameter(param: string, cid: CellId): any Get a cellid or cellkind-specific parameter for a constraint. |
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public abstract |
The optional confChecker method should verify that all the required conf parameters are actually present in the conf object and have the right format. |
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public |
paramOfCell(param: string, cid: CellId): any Get a cellId specific parameter, only used if CPMEvol is used: looks whether the requested parameter is overwritten in an @object Cell and otherwise returns @function paramOfKind |
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public |
paramOfKind(param: string, cid: CellId): any Returns a cellKind specfic variable: Assumes that the parameter is indexable by cellkind. |
From class SoftConstraint | ||
public get |
Let the CPM know that this is a soft constraint, so return 'soft'. |
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public abstract |
deltaH(src_i: IndexCoordinate, tgt_i: IndexCoordinate, src_type: CellId, tgt_type: CellId): number Soft constraints must have a deltaH method to compute the Hamiltonian. |
Public Constructors
public constructor(conf: object) source
The constructor of Adhesion requires a conf object with a single parameter J.
Override:
Constraint#constructorParams:
Name | Type | Attribute | Description |
conf | object | parameter object for this constraint |
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conf.J | CellKindInteractionMatrix | J[n][m] gives the adhesion energy between a pixel of CellKind n and a pixel of CellKind m. J[n][n] is only non-zero when the pixels in question are of the same CellKind, but a different CellId. Energies are given as non-negative numbers. |
Public Methods
public confChecker() source
This method checks that all required parameters are present in the object supplied to the constructor, and that they are of the right format. It throws an error when this is not the case.
Override:
Constraint#confCheckerpublic deltaH(sourcei: IndexCoordinate, targeti: IndexCoordinate, src_type: CellId, tgt_type: CellId): number source
Method to compute the Hamiltonian for this constraint.
Override:
SoftConstraint#deltaHParams:
Name | Type | Attribute | Description |
sourcei | IndexCoordinate | coordinate of the source pixel that tries to copy. |
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targeti | IndexCoordinate | coordinate of the target pixel the source is trying to copy into. |
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src_type | CellId | cellid of the source pixel. |
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tgt_type | CellId | cellid of the target pixel. |
Private Methods
private H(i: IndexCoordinate, tp: CellId): number source
Returns the Hamiltonian around a pixel i with cellid tp by checking all its neighbors that belong to a different cellid.
Params:
Name | Type | Attribute | Description |
i | IndexCoordinate | coordinate of the pixel to evaluate hamiltonian at. |
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tp | CellId | cellid of this pixel. |
Return:
number | sum over all neighbors of adhesion energies (only non-zero for neighbors belonging to a different cellid). |