Package org.flag4j.linalg.solvers.lstsq

Class ComplexLstsqSolver

java.lang.Object

org.flag4j.linalg.solvers.lstsq.LstsqSolver<CMatrix,CVector>

org.flag4j.linalg.solvers.lstsq.ComplexLstsqSolver

All Implemented Interfaces:

LinearSolver<CMatrix,CVector>

public class ComplexLstsqSolver
extends LstsqSolver<CMatrix,CVector>

This class solves a linear system of equations Ax=b in a least-squares sense. That is, minimizes ||Ax-b||₂ which is equivalent to solving the normal equations A^TAx=A^Tb. This is done using efficiently a QR decomposition.

Field Summary

Fields inherited from class org.flag4j.linalg.solvers.lstsq.LstsqSolver

backSolver, Qh, qr, R

Constructor Summary

Constructors

Constructor	Description
ComplexLstsqSolver()	Constructs a least-squares solver to solve a system Ax=b in a least square sense.

Method Summary

Methods inherited from class org.flag4j.linalg.solvers.lstsq.LstsqSolver

decompose, solve, solve

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

ComplexLstsqSolver

public ComplexLstsqSolver()

Constructs a least-squares solver to solve a system Ax=b in a least square sense. That is, minimizes ||Ax-b||<sub>2</sub> which is equivalent to solving the normal equations A<sup>T</sup>Ax=A<sup>T</sup>b.