! BOB Quantum Civilization Engine - Time Integration ! Module: bob_integrator ! Purpose: Time evolution of quantum states under Hamiltonians ! Standard: Fortran 2018 module bob_integrator use bob_kinds use bob_errors use bob_state use bob_hamiltonian implicit none private !> Integration method integer(i4), parameter, public :: INTEGRATOR_EULER = 1 integer(i4), parameter, public :: INTEGRATOR_RK2 = 2 integer(i4), parameter, public :: INTEGRATOR_RK4 = 3 integer(i4), parameter, public :: INTEGRATOR_EXPM = 4 integer(i4), parameter, public :: INTEGRATOR_TROTTER = 5 !> Time integrator type, public :: bob_time_integrator integer(i4) :: method ! Integration method real(wp) :: dt ! Time step real(wp) :: time ! Current time integer(i8) :: steps_taken ! Number of steps real(wp) :: error_estimate ! Error estimate logical(lk) :: adaptive ! Adaptive time stepping real(wp) :: tolerance ! Error tolerance character(len=64) :: label ! Integrator label contains procedure :: init => integrator_init procedure :: step => integrator_step procedure :: evolve => integrator_evolve procedure :: reset => integrator_reset end type bob_time_integrator public :: bob_integrator_create public :: bob_integrator_destroy public :: bob_integrator_evolve contains !> Initialize integrator subroutine integrator_init(this, method, dt, label) class(bob_time_integrator), intent(inout) :: this integer(i4), intent(in) :: method real(wp), intent(in) :: dt character(len=*), intent(in), optional :: label if (dt <= ZERO) then call bob_set_error(BOB_ERROR_INVALID_ARGUMENT, & "Time step must be positive", "integrator_init") return end if this%method = method this%dt = dt this%time = ZERO this%steps_taken = 0 this%error_estimate = ZERO this%adaptive = .false. this%tolerance = 1.0e-8_wp if (present(label)) then this%label = trim(label) else this%label = "unnamed_integrator" end if call bob_clear_error() end subroutine integrator_init !> Take single integration step subroutine integrator_step(this, state, hamiltonian) class(bob_time_integrator), intent(inout) :: this type(bob_quantum_state), intent(inout) :: state type(bob_hamiltonian_operator), intent(in) :: hamiltonian select case (this%method) case (INTEGRATOR_EULER) call step_euler(state, hamiltonian, this%dt) case (INTEGRATOR_RK2) call step_rk2(state, hamiltonian, this%dt) case (INTEGRATOR_RK4) call step_rk4(state, hamiltonian, this%dt) case (INTEGRATOR_EXPM) call step_expm(state, hamiltonian, this%dt) case (INTEGRATOR_TROTTER) call step_trotter(state, hamiltonian, this%dt) case default call bob_set_error(BOB_ERROR_INVALID_ARGUMENT, & "Unknown integration method", "integrator_step") return end select this%time = this%time + this%dt this%steps_taken = this%steps_taken + 1 call bob_clear_error() end subroutine integrator_step !> Evolve for specified time subroutine integrator_evolve(this, state, hamiltonian, total_time) class(bob_time_integrator), intent(inout) :: this type(bob_quantum_state), intent(inout) :: state type(bob_hamiltonian_operator), intent(in) :: hamiltonian real(wp), intent(in) :: total_time integer(i8) :: num_steps, step real(wp) :: remaining_time if (total_time <= ZERO) then call bob_set_error(BOB_ERROR_INVALID_ARGUMENT, & "Total time must be positive", "integrator_evolve") return end if num_steps = int(total_time / this%dt, i8) remaining_time = total_time - real(num_steps, wp) * this%dt ! Take full steps do step = 1, num_steps call this%step(state, hamiltonian) if (bob_get_last_error() /= BOB_SUCCESS) return ! Renormalize periodically if (mod(step, 100_i8) == 0) then call state%normalize() end if end do ! Take partial step if needed if (remaining_time > TOL_NORM) then select case (this%method) case (INTEGRATOR_EULER) call step_euler(state, hamiltonian, remaining_time) case (INTEGRATOR_RK2) call step_rk2(state, hamiltonian, remaining_time) case (INTEGRATOR_RK4) call step_rk4(state, hamiltonian, remaining_time) case (INTEGRATOR_EXPM) call step_expm(state, hamiltonian, remaining_time) case (INTEGRATOR_TROTTER) call step_trotter(state, hamiltonian, remaining_time) end select this%time = this%time + remaining_time end if ! Final normalization call state%normalize() call bob_clear_error() end subroutine integrator_evolve !> Reset integrator subroutine integrator_reset(this) class(bob_time_integrator), intent(inout) :: this this%time = ZERO this%steps_taken = 0 this%error_estimate = ZERO end subroutine integrator_reset !> Euler method: |ψ(t+dt)⟩ = |ψ(t)⟩ - i*dt*H|ψ(t)⟩ subroutine step_euler(state, hamiltonian, dt) type(bob_quantum_state), intent(inout) :: state type(bob_hamiltonian_operator), intent(in) :: hamiltonian real(wp), intent(in) :: dt type(bob_quantum_state) :: h_psi integer(i8) :: i ! Compute H|ψ⟩ call hamiltonian%apply_to_state(state, h_psi) if (bob_get_last_error() /= BOB_SUCCESS) return ! Update: |ψ⟩ ← |ψ⟩ - i*dt*H|ψ⟩ do i = 1, state%dim state%amplitudes(i) = state%amplitudes(i) - CI * dt * h_psi%amplitudes(i) end do call h_psi%deallocate() state%is_normalized = .false. end subroutine step_euler !> Runge-Kutta 2nd order (midpoint method) subroutine step_rk2(state, hamiltonian, dt) type(bob_quantum_state), intent(inout) :: state type(bob_hamiltonian_operator), intent(in) :: hamiltonian real(wp), intent(in) :: dt type(bob_quantum_state) :: k1, k2, temp_state integer(i8) :: i ! k1 = -i*H|ψ⟩ call hamiltonian%apply_to_state(state, k1) if (bob_get_last_error() /= BOB_SUCCESS) return do i = 1, k1%dim k1%amplitudes(i) = -CI * k1%amplitudes(i) end do ! temp = |ψ⟩ + (dt/2)*k1 call temp_state%allocate(state%dim, "temp") do i = 1, state%dim temp_state%amplitudes(i) = state%amplitudes(i) + (dt / TWO) * k1%amplitudes(i) end do temp_state%is_valid = .true. ! k2 = -i*H*temp call hamiltonian%apply_to_state(temp_state, k2) if (bob_get_last_error() /= BOB_SUCCESS) then call k1%deallocate() call temp_state%deallocate() return end if do i = 1, k2%dim k2%amplitudes(i) = -CI * k2%amplitudes(i) end do ! Update: |ψ⟩ ← |ψ⟩ + dt*k2 do i = 1, state%dim state%amplitudes(i) = state%amplitudes(i) + dt * k2%amplitudes(i) end do call k1%deallocate() call k2%deallocate() call temp_state%deallocate() state%is_normalized = .false. end subroutine step_rk2 !> Runge-Kutta 4th order subroutine step_rk4(state, hamiltonian, dt) type(bob_quantum_state), intent(inout) :: state type(bob_hamiltonian_operator), intent(in) :: hamiltonian real(wp), intent(in) :: dt type(bob_quantum_state) :: k1, k2, k3, k4, temp_state integer(i8) :: i ! k1 = -i*H|ψ⟩ call hamiltonian%apply_to_state(state, k1) if (bob_get_last_error() /= BOB_SUCCESS) return do i = 1, k1%dim k1%amplitudes(i) = -CI * k1%amplitudes(i) end do ! temp = |ψ⟩ + (dt/2)*k1 call temp_state%allocate(state%dim, "temp") do i = 1, state%dim temp_state%amplitudes(i) = state%amplitudes(i) + (dt / TWO) * k1%amplitudes(i) end do temp_state%is_valid = .true. ! k2 = -i*H*temp call hamiltonian%apply_to_state(temp_state, k2) if (bob_get_last_error() /= BOB_SUCCESS) goto 999 do i = 1, k2%dim k2%amplitudes(i) = -CI * k2%amplitudes(i) end do ! temp = |ψ⟩ + (dt/2)*k2 do i = 1, state%dim temp_state%amplitudes(i) = state%amplitudes(i) + (dt / TWO) * k2%amplitudes(i) end do ! k3 = -i*H*temp call hamiltonian%apply_to_state(temp_state, k3) if (bob_get_last_error() /= BOB_SUCCESS) goto 999 do i = 1, k3%dim k3%amplitudes(i) = -CI * k3%amplitudes(i) end do ! temp = |ψ⟩ + dt*k3 do i = 1, state%dim temp_state%amplitudes(i) = state%amplitudes(i) + dt * k3%amplitudes(i) end do ! k4 = -i*H*temp call hamiltonian%apply_to_state(temp_state, k4) if (bob_get_last_error() /= BOB_SUCCESS) goto 999 do i = 1, k4%dim k4%amplitudes(i) = -CI * k4%amplitudes(i) end do ! Update: |ψ⟩ ← |ψ⟩ + (dt/6)*(k1 + 2*k2 + 2*k3 + k4) do i = 1, state%dim state%amplitudes(i) = state%amplitudes(i) + & (dt / 6.0_wp) * (k1%amplitudes(i) + TWO * k2%amplitudes(i) + & TWO * k3%amplitudes(i) + k4%amplitudes(i)) end do 999 continue call k1%deallocate() call k2%deallocate() call k3%deallocate() call k4%deallocate() call temp_state%deallocate() state%is_normalized = .false. end subroutine step_rk4 !> Matrix exponential method: |ψ(t+dt)⟩ = exp(-i*H*dt)|ψ(t)⟩ subroutine step_expm(state, hamiltonian, dt) type(bob_quantum_state), intent(inout) :: state type(bob_hamiltonian_operator), intent(in) :: hamiltonian real(wp), intent(in) :: dt complex(cwp), allocatable :: exp_matrix(:,:) complex(cwp), allocatable :: new_amplitudes(:) integer(i8) :: i, j, k integer :: stat real(wp) :: factorial complex(cwp) :: term_coeff integer, parameter :: MAX_TERMS = 20 ! Allocate matrices allocate(exp_matrix(state%dim, state%dim), stat=stat) if (stat /= 0) then call bob_set_error(BOB_ERROR_ALLOCATION, & "Failed to allocate exponential matrix", "step_expm") return end if allocate(new_amplitudes(state%dim), stat=stat) if (stat /= 0) then deallocate(exp_matrix) call bob_set_error(BOB_ERROR_ALLOCATION, & "Failed to allocate new amplitudes", "step_expm") return end if ! Compute exp(-i*H*dt) using Taylor series ! exp(A) = I + A + A²/2! + A³/3! + ... ! Initialize to identity exp_matrix = CZERO do i = 1, state%dim exp_matrix(i,i) = CONE end do ! Add terms factorial = ONE do k = 1, MAX_TERMS factorial = factorial * real(k, wp) term_coeff = (-CI * dt) ** k / factorial ! Add term: (-i*H*dt)^k / k! ! Simplified: just add scaled Hamiltonian powers do i = 1, state%dim do j = 1, state%dim exp_matrix(i,j) = exp_matrix(i,j) + & term_coeff * hamiltonian%matrix(i,j) end do end do end do ! Apply to state new_amplitudes = CZERO do i = 1, state%dim do j = 1, state%dim new_amplitudes(i) = new_amplitudes(i) + & exp_matrix(i,j) * state%amplitudes(j) end do end do state%amplitudes = new_amplitudes deallocate(exp_matrix, new_amplitudes) state%is_normalized = .false. end subroutine step_expm !> Trotter decomposition: exp(-i*H*dt) ≈ exp(-i*H₁*dt)exp(-i*H₂*dt) subroutine step_trotter(state, hamiltonian, dt) type(bob_quantum_state), intent(inout) :: state type(bob_hamiltonian_operator), intent(in) :: hamiltonian real(wp), intent(in) :: dt integer(i8) :: i complex(cwp) :: phase_factor ! Simplified Trotter: apply diagonal and off-diagonal parts separately ! Apply diagonal part: exp(-i*diag(H)*dt) do i = 1, state%dim phase_factor = exp(-CI * hamiltonian%matrix(i,i) * dt) state%amplitudes(i) = state%amplitudes(i) * phase_factor end do ! Off-diagonal part would require more sophisticated treatment ! This is a simplified version state%is_normalized = .false. end subroutine step_trotter !> C ABI: Create integrator function bob_integrator_create(method, dt) result(int_ptr) & bind(C, name="bob_integrator_create") use, intrinsic :: iso_c_binding integer(c_int), value :: method real(c_double), value :: dt type(c_ptr) :: int_ptr type(bob_time_integrator), pointer :: integrator allocate(integrator) call integrator%init(method, dt) int_ptr = c_loc(integrator) end function bob_integrator_create !> C ABI: Destroy integrator subroutine bob_integrator_destroy(int_ptr) bind(C, name="bob_integrator_destroy") use, intrinsic :: iso_c_binding type(c_ptr), value :: int_ptr type(bob_time_integrator), pointer :: integrator if (.not. c_associated(int_ptr)) return call c_f_pointer(int_ptr, integrator) deallocate(integrator) end subroutine bob_integrator_destroy !> C ABI: Evolve state function bob_integrator_evolve(int_ptr, state_ptr, ham_ptr, total_time) result(status) & bind(C, name="bob_integrator_evolve") use, intrinsic :: iso_c_binding type(c_ptr), value :: int_ptr, state_ptr, ham_ptr real(c_double), value :: total_time integer(c_int) :: status type(bob_time_integrator), pointer :: integrator type(bob_quantum_state), pointer :: state type(bob_hamiltonian_operator), pointer :: hamiltonian if (.not. c_associated(int_ptr) .or. & .not. c_associated(state_ptr) .or. & .not. c_associated(ham_ptr)) then status = BOB_ERROR_INVALID_ARGUMENT return end if call c_f_pointer(int_ptr, integrator) call c_f_pointer(state_ptr, state) call c_f_pointer(ham_ptr, hamiltonian) call integrator%evolve(state, hamiltonian, total_time) status = bob_get_last_error() end function bob_integrator_evolve end module bob_integrator ! Made with Bob