Expression
- java.lang.Object
-
- com.dashoptimization.objects.Expression
-
- Direct Known Subclasses:
-
AbstractExpression
,Variable
public abstract class Expression extends java.lang.Object
Base class for all expressions. Expressions are the building blocks for all constraints represented byInequality
and also for indicator constraints. Expressions are created by combining variables and constant using operators and functions. The operators available for combining constants, variables and expressions areplus
,minus
,mul
(multiply) anddiv
(divide) and are defined as member functions of theExpression
class (or its subclasses). To add two variablesx
andy
one would do ce.x.plus(y)
. To create the expression2x + 3y
one could writex.mul(2).plus(y.mul(3))
. The functions that can be used to combine expressions can be found in theUtils
class. Examples aresum
,sin
, etc. Expressions are unmodifiable and are represented as expression trees. This means that all operators are implemented to take only constant time to produce the result. An exception to the above are linear and quadratic expressions (classLinExpression
andQuadExpression
). Linear and quadratic expressions are very common to math programming and thus they can be built in even more efficient ways: TheLinExpression
andQuadExpression
are the only mutable expressions. They can be modified using theaddTerm()
family of functions. When creating a linear expression like2x+3y+4z
then it is more efficient to do this asLinExpression.create().addTerm(x,2).addTerm(y,3).addTerm(z,4)
than to create the expression using operatorsplus
andmul
. For short expressions the performance difference will not be measurable but for longer expressions it will start to matter. Since operators copy their argument expressions by reference, care must be taken when applying operators toLinExpression
orQuadExpression
: when changing an instance ofLinExpression
orQuadExpression
, this will implicitly change any other expression that references this expression through operators or functions.- Since:
- 43.00
-
-
Constructor Summary
Constructor Description Expression()
-
Method Summary
Modifier and Type Method Description Expression
div(double arg)
Create a new expression that represents the quotient ofthis
andarg
.Expression
div(Expression arg)
Create a new expression that represents the quotient ofthis
andarg
.abstract Inequality.Definition
eq(double rhs)
Create an "equals" constraint with this expression as left-hand side.abstract Inequality.Definition
eq(Expression rhs)
Create an "equals" constraint with this expression as left-hand side.abstract double
evaluate(double[] solution)
Compute the value of this expression with respect to the given solution vector (which is not required to be feasible).abstract Inequality.Definition
geq(double rhs)
Create a "greater than or equal" constraint with this expression as left-hand side.abstract Inequality.Definition
geq(Expression rhs)
Create a "greater than or equal" constraint with this expression as left-hand side.abstract double
getConstantView()
Get the constant value to which this expression evaluates.abstract LinearView
getLinearView()
Get a linear read-only view on this expression.abstract int
getMaxDegree()
Get the maximum degree of any of the terms/monomials that appear in the symbolic representation of all parenthesized sub-expressions are fully expanded.abstract QuadView
getQuadView()
Get a quadratic read-only view on this expression.abstract Inequality.Definition
in(double lb, double ub)
Create a range constraint that bounds this expression from below and above.abstract Inequality.Definition
leq(double rhs)
Create a "less than or equal" constraint with this expression as left-hand side.abstract Inequality.Definition
leq(Expression rhs)
Create a "less than or equal" constraint with this expression as left-hand side.Expression
minus(double arg)
Create a new expression that represents the difference ofthis
andarg
.Expression
minus(Expression arg)
Create a new expression that represents the difference ofthis
andarg
.Expression
mul(double arg)
Create a new expression that represents the product ofthis
andarg
.Expression
mul(Expression arg)
Create a new expression that represents the product ofthis
andarg
.Expression
plus(double arg)
Create a new expression that represents the sum ofthis
andarg
.Expression
plus(Expression arg)
Create a new expression that represents the sum ofthis
andarg
.Expression
uminus()
Create a new expression that represents the unary minus of this one.
-
-
-
Method Detail
-
leq
public abstract Inequality.Definition leq(double rhs)
Create a "less than or equal" constraint with this expression as left-hand side.- Parameters:
-
rhs
- Right-hand side of new constraint. - Returns:
- The new constraint.
- Since:
- 43.00
-
leq
public abstract Inequality.Definition leq(Expression rhs)
Create a "less than or equal" constraint with this expression as left-hand side.- Parameters:
-
rhs
- Right-hand side of new constraint. - Returns:
- The new constraint.
- Since:
- 43.00
-
geq
public abstract Inequality.Definition geq(double rhs)
Create a "greater than or equal" constraint with this expression as left-hand side.- Parameters:
-
rhs
- Right-hand side of new constraint. - Returns:
- The new constraint.
- Since:
- 43.00
-
geq
public abstract Inequality.Definition geq(Expression rhs)
Create a "greater than or equal" constraint with this expression as left-hand side.- Parameters:
-
rhs
- Right-hand side of new constraint. - Returns:
- The new constraint.
- Since:
- 43.00
-
eq
public abstract Inequality.Definition eq(double rhs)
Create an "equals" constraint with this expression as left-hand side.- Parameters:
-
rhs
- Right-hand side of new constraint. - Returns:
- The new constraint.
- Since:
- 43.00
-
eq
public abstract Inequality.Definition eq(Expression rhs)
Create an "equals" constraint with this expression as left-hand side.- Parameters:
-
rhs
- Right-hand side of new constraint. - Returns:
- The new constraint.
- Since:
- 43.00
-
in
public abstract Inequality.Definition in(double lb, double ub)
Create a range constraint that bounds this expression from below and above.- Parameters:
-
lb
- Lower bound for this expression. -
ub
- Upper bound for this expression. - Returns:
- The new constraint.
- Since:
- 43.00
-
evaluate
public abstract double evaluate(double[] solution)
Compute the value of this expression with respect to the given solution vector (which is not required to be feasible).- Parameters:
-
solution
- Solution values for which the expression is evaluated. - Returns:
-
The value of this expression evaluated at
solution
. - Since:
- 43.00
-
getMaxDegree
public abstract int getMaxDegree()
Get the maximum degree of any of the terms/monomials that appear in the symbolic representation of all parenthesized sub-expressions are fully expanded. The maximum degree is- 0 for constant expressions.
- 1 for linear expressions.
- 2 for quadratic expressions.
Integer.MAX_VALUE
for function calls or formulas.
- Returns:
- The maximum degree in this function.
- Since:
- 43.00
-
getConstantView
public abstract double getConstantView()
Get the constant value to which this expression evaluates. If this expression can be treated as a constant value then the function returns the constant value. If the expression cannot be treated as a constant then an exception is raised. In order to test whether the expression can be treated as constant, use functiongetMaxDegree()
and check whether it returns 0.- Returns:
- The constant represented by this expression.
- Since:
- 43.00
-
getLinearView
public abstract LinearView getLinearView()
Get a linear read-only view on this expression. If this expression can be treated as a linear expression then the function returns a readonly view on the linear terms (including the constant term if there is any). If the expression cannot be treated as a linear expression then an exception is raised. In order to test this expression can be treated as linear, use functiongetMaxDegree()
and check whether it returns 0 or 1. In the returnedjava.util.Map.Entry
instances the constant term is indicated with a key ofXpressProblem.NULL_VARIABLE
. Note that depending on the actual expression class and its implementation, the terms may not be presented in the same order in which you added them. There may also be multiple elements with the same key (again depending on the implementation of the actual object).- Returns:
- View on this linear expression.
- Since:
- 43.00
-
getQuadView
public abstract QuadView getQuadView()
Get a quadratic read-only view on this expression. If this expression can be treated as a quadratic expression then the function returns a readonly view on the quadratic terms (including the constant term and linear terms if there are any). If the expression cannot be treated as a linear expression then an exception is raised. In order to test this expression can be treated as quadratic, use functiongetMaxDegree()
and check whether it returns 0, 1, or 2. In the returnedjava.util.Map.Entry
instances the constant term is indicated with a key with twoXpressProblem.NULL_VARIABLE
s. Linear terms are represented by aQPair
withXpressProblem.NULL_VARIABLE
as second variable. Note that depending on the actual expression class and its implementation, the terms may not be presented in the same order in which you added them. There may also be multiple elements with the same key (again depending on the implementation of the actual object).- Returns:
- View on this linear expression.
- Since:
- 43.00
-
uminus
public Expression uminus()
Create a new expression that represents the unary minus of this one.- Returns:
-
Expression representing
-this
. - Since:
- 43.00
-
plus
public Expression plus(Expression arg)
Create a new expression that represents the sum ofthis
andarg
.- Parameters:
-
arg
- Addend. - Returns:
-
Sum of
this
andarg
. - Since:
- 43.00
-
plus
public Expression plus(double arg)
Create a new expression that represents the sum ofthis
andarg
.- Parameters:
-
arg
- Addend. - Returns:
-
Sum of
this
andarg
. - Since:
- 43.00
-
minus
public Expression minus(Expression arg)
Create a new expression that represents the difference ofthis
andarg
.- Parameters:
-
arg
- Minuend. - Returns:
-
Difference of
this
andarg
. - Since:
- 43.00
-
minus
public Expression minus(double arg)
Create a new expression that represents the difference ofthis
andarg
.- Parameters:
-
arg
- Minuend. - Returns:
-
Difference of
this
andarg
. - Since:
- 43.00
-
mul
public Expression mul(Expression arg)
Create a new expression that represents the product ofthis
andarg
.- Parameters:
-
arg
- Factor. - Returns:
-
Product of
this
andarg
. - Since:
- 43.00
-
mul
public Expression mul(double arg)
Create a new expression that represents the product ofthis
andarg
.- Parameters:
-
arg
- Factor. - Returns:
-
Product of
this
andarg
. - Since:
- 43.00
-
div
public Expression div(Expression arg)
Create a new expression that represents the quotient ofthis
andarg
.- Parameters:
-
arg
- Divisor. - Returns:
-
Quotient of
this
andarg
. - Since:
- 43.00
-
div
public Expression div(double arg)
Create a new expression that represents the quotient ofthis
andarg
.- Parameters:
-
arg
- Divisor. - Returns:
-
Quotient of
this
andarg
. - Since:
- 43.00
-
-
© 2001-2024 Fair Isaac Corporation. All rights reserved. This documentation is the property of Fair Isaac Corporation (“FICO”). Receipt or possession of this documentation does not convey rights to disclose, reproduce, make derivative works, use, or allow others to use it except solely for internal evaluation purposes to determine whether to purchase a license to the software described in this documentation, or as otherwise set forth in a written software license agreement between you and FICO (or a FICO affiliate). Use of this documentation and the software described in it must conform strictly to the foregoing permitted uses, and no other use is permitted.