====== Chop ====== ### Numerics inside a computer is not exact. Quanty represents numbers by doubles, which can store numbers with about 16 digits accuracy. The fact that you only have 16 digits can lead to number-loss and situations where numbers that should be zero are close to zero but not exactly zero. An example in base 10: If you represent $1/3$ by $0.3333333333333333$ then $1-3\times0.3333333333333333 = 0.00000000000000001$. In Quanty you can remove these small numbers with the command //Chop()//. ### ### For a wavefunction //psi//, //psi.Chop()// or //psi.Chop($\epsilon$)// Removes determinants with small prefactors (smaller than $\epsilon$) from the wavefunction. The standard value (when the argument is omitted) for $\epsilon = 2.2 \times 10^{−15}$. //psi.Chop()// returns //nil// and changes the value of //psi//. ### ===== Example ===== ### We can define the following function: $$ |\psi\rangle = \left(\frac{1}{\sqrt{4}} a^{\dagger}_0 a^{\dagger}_1 + \frac{1}{\sqrt{4}} a^{\dagger}_0 a^{\dagger}_2 + (1+0.0000001*I)\frac{1}{\sqrt{4}} a^{\dagger}_1 a^{\dagger}_2 \right)|0\rangle, $$ and remove the small complex part with the command Chop() ### ==== Input ==== NF=3 NB=0 psi = NewWavefunction(NF, NB, {{"110",sqrt(1/4)},{"101",sqrt(1/4)},{"011",(1+0.0000001*I)*sqrt(1/4)}}) print(psi) psi.Chop(0.00001) print(psi) ==== Result ==== WaveFunction: Wave Function QComplex = 1 (Real==0 or Complex==1) N = 3 (Number of basis functions used to discribe psi) NFermionic modes = 3 (Number of fermions in the one particle basis) NBosonic modes = 0 (Number of bosons in the one particle basis) # pre-factor +I pre-factor Determinant 1 5.000000000000E-01 0.000000000000E+00 110 2 5.000000000000E-01 0.000000000000E+00 101 3 5.000000000000E-01 5.000000000000E-08 011 WaveFunction: Wave Function QComplex = 0 (Real==0 or Complex==1) N = 3 (Number of basis functions used to discribe psi) NFermionic modes = 3 (Number of fermions in the one particle basis) NBosonic modes = 0 (Number of bosons in the one particle basis) # pre-factor Determinant 1 5.000000000000E-01 110 2 5.000000000000E-01 101 3 5.000000000000E-01 011 ===== Available methods ===== {{indexmenu>.#1}}