Binary Encoded Recursive Generation of Quantum Space-Times

Real geometric algebras distinguish between space and time; complex ones do not. Space-times can be classified in terms of number n of dimensions and metric signature s (number of spatial dimensions minus number of temporal dimensions). Real geometric algebras are periodic in s, but recursive in n. Recursion starts from the basis vectors of either the Euclidean plane or the Minkowskian plane. Although the two planes have different geometries, they have the same real geometric algebra. The direct product of the two planes yields Hestenes’ space-time algebra. Dimensions can be either open (for space-time) or closed (for the electroweak force). Their product yields the eight-fold way of the strong force. After eight dimensions, the pattern of real geometric algebras repeats. This yields a spontaneously expanding space-time lattice with the physics of the Standard Model at each node. Physics being the same at each node implies conservation laws by Noether’s theorem. Conservation laws are not pre-existent; rather, they are consequences of the uniformity of space-time, whose uniformity is a consequence of its recursive generation.

and the wedge product (antisymmetric product) is given by ( [12], p.11). The dot product leads to a Clifford algebra; the wedge product leads to a Grassmann algebra; a geometric algebra is both a Clifford algebra and a Grassmann algebra [4]. The left-hand equalities of equations (1) and (2) give a geometrical interpretation useful for general relativity, while the righthand equalities give commutators and anti-commutators useful for quantum mechanics. Geometric algebra has been suggested as a unifying language for all of physics [2,6,7,10]. A dot product implies a metric, characterized by the number p of spatial dimensions, the number q of temporal dimensions, and the number n 0 of null dimensions. For non-degenerate metric spaces, n 0 = 0. Geometric algebras for non-degenerate space-times have previously been classified in terms of p and q [18]. That classification can be simplified by expressing it in terms of the number of dimensions n = p + q and metric signature s = p − q. This paper uses a semicolon rather than a comma to distinguish variables (n; s) from (p, q). Section 2 reviews real geometric algebras in terms of n and s. Section 3 presents the construction of a compound set of basis vectors as the direct product of two sets of basis vectors, a geometric interpretation of the construction, and a formulation of the recursive relation as a matrix of matrices. Section 4 gives applications of the process of building geometric algebras from the basis vectors of either the Euclidean plane or the Minkowskian plane. It includes complex numbers, dyreal numbers, qubits, quaternions, Pauli spin matrices, Hestenes' Space-Time Algebra, Dirac gamma matrices, and Kaluza-Klein construction of the Standard Model of physics. It shows how the recursion of real geometric algebras leads to an expanding 4-dimensional space-time lattice with the physics of the Standard Model at each node of the lattice. Finally, it suggests understanding the generation and expansion of the universe in terms of the recursive generation of real geometric algebras. Section 5 recapitulates the recursion in terms of n and s, discusses the different time scales of the 4-d and 8-d recursion, and touts the unified framework for physics provided by recursive generation.

Basis Vectors
If the position is parametrized, at least locally, by coordinates x i , where i = 0, 1, . . . , n − 1, then basis vectors are γ i|n;s = ∂r n;s ∂x i .
The label n; s may be dropped if the context is clear. The dot products of the basis vectors are the metric tensor g ij|n;s : γ i|n;s · γ j|n;s = g ij|n;s I n;s , where I n;s is the identity matrix appropriate for dimension n and metric signature s, as discussed below. Let's use the Einstein summation convention that repeated indices, one sub-scripted and one super-scripted, are to be summed over the n indices. The inverse metric tensor g ki is related to g ij by the definition As usual, the contra-variant form of the basis vectors is generated by using the inverse metric tensor to raise indices: These γ k are called "reciprocal vectors." The γ k space is dual to the γ k space. Multiplying equation (4) by g ki yields γ k n;s · γ j|n;s = δ k j I n;s .
By Eq. (8), γ k is perpendicular to all γ j other than γ k , but is not necessarily parallel to γ k . However, if the γ i are mutually perpendicular, then γ k is parallel to γ k , in which case, γ k and γ k commute. Then so contra-variant vector γ k is the matrix inverse of the co-variant form γ k : for mutually orthogonal basis vectors. Using the Gram-Schmidt process, one can construct, at least locally, orthonormal basis vectors, designated by e instead of γ, that satisfy e i|n;s · e j|n;s = η ij|n;s I n;s , (12) where The e i are n orthogonal (since η ij = 0 for i = j) anti-commuting matrices, normalized in the sense that the first p of them square to +I (p space-like basis vectors) and the remaining q of them square to −I (q space-like basis vectors). In 4 dimensions, the e i form a vierbein; in n dimensions, a vielbein. In Cartesian coordinates in the tangent space, Then (r n;s Sums and products of the orthonormal basis vectors e i|n;s over the real/complex numbers generate a real/complex geometric algebra R n;s / C n . Since multiplying a basis vector e i by the imaginary unit ı makes space-like basis vectors time-like, and vice versa, complex geometric algebras do not distinguish between space and time. Therefore let's restrict our attention to real geometric algebras.

Isomorphisms
Real geometric algebras for non-degenerate space-times have previously been classified in terms of the number of spatial dimensions p and the number of temporal dimensions q ( [18], p.133). That classification can be simplified by expressing it in terms of the number of dimensions n = p + q and the metric signature s = p − q, instead of p and q. In terms of n and s, the periodic table for real geometric algebras R n;s ( [12], p. 217) is shown in Table 1. The sign σ s of the square of the n-volume is defined in Eq. (28).

R(k), C(k)
, and H(k) are k by k matrices with real, complex, and quaternionic entries, respectively, and the double fields 2 K(k) = K(k)⊕K(k) can be represented by 2 by 2 matrices with k by k matrices of kind K along the diagonal Elements of 2 H ∼ = 2 R ⊗ H are often called split-biquaternions, but Rosenfeld calls them dyquarterions, to be distinguished from biquaternions, C ⊗ H ∼ = C(2) ( [20], p. 48). In the same way, elements of 2 R have been given a variety of names, but are better called dyreals.
Euclidean geometries have only space-like dimensions and no time-like dimensions (q = 0), and so are to be found on the rightmost diagonal (s = n) of Table 1; Minkowskian geometries have one time-like dimension (q = 1), and so are to be found on the diagonal (s = n − 2) immediately to the left of the rightmost one. Universes with more than one time-like dimension cannot have coherent histories and so can be excluded as unphysical.
Real geometric algebras R n;s are isomorphic to matrix algebras, with the kind of matrix depending only on the metric signature s and the rank of that kind of matrix depending only on the number of dimensions n. The dependence of matrix type on s is |(s + 3) mod 8 − 4|, not |(s − 1) mod 8 | found in ( [22], pp. 300). Explicitly, R n;s is isomorphic to algebras of dyreal Because of this separation of variables with matrix kind depending only on s and matrix rank depending only on n, R n;s is a more useful form than R p,q . The isomorphisms of real geometric algebras R n;s are shown in Table 2.
The periodic table of geometric algebras can be extended by a number of theorems, usually expressed in terms of p and q, but better expressed in terms of n and s. The periodic table is extended horizontally in s by the theorem Adv. Appl. Clifford Algebras for any integer k such that p + 4k ≥ 0 and q − 4k ≥ 0 ( [22], p. 296), which can be rewritten as Periodicity in s : R n;s ∼ = R n;s+8k (18) for any integer k such that |s + 8k| ≤ n. This shows that real geometric algebras are periodic in metric signature s, not in dimension n. This 8-fold periodicity, called Bott periodicity, was proven for Clifford algebras in [1]. The periodic table can be extended vertically in n by adding two more dimensions, one space-like and one time-like, so as to preserve the signature.
For each two additional dimensions, the rank of the matrix representation doubles. This forms the foundation of recursive generation of larger geometric algebras discussed below. R n;s is periodic in s, but recursive in n, which is further reason to prefer R n;s over R p,q . Porteous's "periodicity theorem" in q ( [18] p. 133) conflates periodicity in s and recursion in n.

Binary Index Notation
A bit is a unit real number: +1 or −1.
The elements E b|n;s of a geometric algebra R n;s are generated by all possible products of the basis vectors e i|n;s . By repeated application of equation (12), the basis vectors in a product can be arranged with the indices increasing: E b|n;s = E b0···bi···bn−1|n;s = (e 0|n;s ) b0 · · · (e i|n;s ) bi · · · (e (n−1)|n;s ) bn−1 . (21) By Eq. (11), the inverse (E b|n;s ) −1 is b|n;s E = bn−1···bi···b0|n;s E = (e (n−1)|n;s ) bn−1 · · · (e i|n;s ) bi · · · (e 0|n;s ) b0 , (22) where, as usual, superscripts/subscripts designate contra-/co-variant vectors and, following [13], prescripts/postscripts designate descending/ascending order. Since e i 2 = ±I, each of the n e i occurs in the ordered product E b either once or not at all; hence each b i is either 1 or 0. These possible values of b i led [13] to treat b i as the bits of a binary number b: where the Einstein summation convention is extended to exponents as well as to superscripts. The binary label b of the geometric element E b for the basis vector e i is a power of two: E 2 i = e i . For binary labels that are not powers of two, the geometric element is the unique product of those basis vectors whose labels sum to the label of the element: for example, The grade g b of element E b|n;s is the number of basis vectors it contains: In the geometric algebra for n dimensions with signature s, there are 2 n geometric elements, labeled by the binary index b, which runs from 0 to 2 n − 1. The zeroth element is E 0|n;s = E 0···0···0 = (e 0|n;s ) 0 · · · (e i|n;s ) 0 · · · (e (n−1)|n;s ) 0 = I n;s , where I n;s is the identity matrix of the rank and kind appropriate for that number of dimensions and metric signature, as given in the previous section.
(Equation (1.10) of [13] erroneously identified I n;s as I n , the n × n identity matrix. I n;s happens to be I n , in the cases n = 2 or 4, s = 0 or 2, but not in general.) The last element of the geometric algebra is the n-dimensional volume element By repeated application of equation (13), where the factor (−1) arises from reversing the order of the n elements of V n;s . Introducing the sign gives (V n;s ) 2 = σ s I n;s . (29) Thus the volume element V n;s is space-like for s mod 4 = 0 or 1 and time-like for s mod 4 = 2 or 3. The inverse volume element is Likewise, by reversion, n;s V = σ n V n;s (31) and V n;s = σ n σ s V n;s = (−1) (n−s)/2 V n;s = (−1) q V n;s , (32) as expected from the q time-like basis vectors.
The Hodge dual is usually defined as E b|n;s V n;s ( [12], pp 38-39). A better definition is where b is the bit inverse of b and The Hodge dual is an element of the geometric algebra of the cotangent space. For odd/even strictly positive n, the volume element V n;s commutes/ anti-commutes with each basis vector: e i|n;s V n;s = (−1) n−1 V n;s e i|n;s for n ≥ 1.
The commutativity/anti-commutativity of the n-volume is used below in the construction of larger geometric algebras as direct products of smaller geometric algebras. See [3] and [13] for additional applications of binary notation.

Construction of Larger Geometric Algebras
Let's build larger geometric algebras from smaller ones by using the direct product. Consider two real geometric algebras, R n;s with n orthonormal basis vectors e i with signature s, and R n ;s with n orthonormal basis vectors e i with signature s . Construct basis vectors: The n basis vectors of equation (36)  Each of the first n basis vectors e i|n;s ⊗I n ;s in the product space has the same space-like or time-like nature as the corresponding basis vector e i|n;s . The space-like or time-like nature of the last n basis vectors V n;s ⊗e i |n ;s depends on the sign of (V n;s ) 2 . If the n-volume is space-like, (V n;s ) 2 = +I n;s , each of the n basis vectors V n;s ⊗ e i |n ;s has the same space-like or time-like nature as the corresponding e i |n ;s . If the n-volume is time-like, (V n;s ) 2 = −I n;s , each of the n basis vectors V n;s ⊗ e i |n ;s changes from space-like to timelike and vice versa. Thus for strictly positive even n, the direct product of R n;s with n orthonormal basis vectors e i with signature s, and R n ;s with n orthonormal basis vectors e i with signature s , is isomorphic to R n+n ;s+s σs with n + n orthonormal basis vectors e i with signature s + s σ s : Similarly, e i |n ;s = I n;s ⊗ e i |n ;s for i = 0, 1, . . . , n − 1; (41) e n +i|n ;s = e i|n;s ⊗ V n ;s for i = 0, 1, . . . , n − 1.
In that case, R n;s ⊗ R n ;s = R n +n;s +sσ s for n = 2m > 0.
For n = 2, s = 0, Eq. (43) becomes Vol. 32 (2022) Binary Encoded Recursive Generation of Quantum Space-Times Page 9 of 21 51 This proves the recursion relation (Eq. 19) by construction. Since direct products can be written as matrices of matrices, the recursion relation can be written as r n+2;s = r n;s (x p + ct q )V n;s (x p − ct q )σ s V n;s (−1) n r n;s .
Each geometric algebra can be constructed from the one directly below it in the periodic table of geometric algebras. The matrix representation doubles in rank for each increase of n by 2 dimensions, keeping s constant. That is to say, adding the next space-like dimension x p and the next time-like dimension t q doubles the rank of the matrix representation.

Different Geometries; Same Geometric Algebra
Both R 2;0 , generated by basis vectors in the Minkowskian plane, and R 2;2 , generated by basis vectors in the Euclidean plane, are isomorphic to the matrix algebra R(2) of 2 × 2 matrices of real numbers. Indeed, identify The consistency of these assignments is established by noting that

Adv. Appl. Clifford Algebras
Although the Euclidean plane and the Minkowskian plane do not have the same geometry, they have the same geometric algebra, R(2) ( [11]). Since the basis elements of R(2), namely I 2 , T 2 , X 2 , and Y 2 , can be used via Eq. (40) to construct the elements of all geometric algebras, R(2) can be taken as foundational. R(2) itself can be generated by any two of the three basis vectors: T 2 , X 2 , and Y 2 . There is no unique set of elements out of which R(2) is generated: the basis vectors of either the Euclidean plane or the Minkowskian plane will do, so neither can be taken as more fundamental. R(2) is indeed foundational -it can be used to construct all larger spacetimes, but it itself is not composed of something more fundamental.
Any element R 2 of R(2) can be decomposed into a trace, an antisymmetric matrix, and a symmetric trace-free matrix: where A is the transpose of matrix A. The trace of a matrix is a scalar, with no directionality. Entities with direction, such as vectors and bi-vectors, are trace-free. Antisymmetric matrices are necessarily trace-free. Real antisymmetric 2 × 2 matrices A 2 are of the form: Now A 2 2 = −a 2 I 2 , so A 2 is necessarily time-like. The unit antisymmetric real 2 × 2 matrix has a = ±1, so a is on the 0-dimensional unit sphere S 0 = {x 0 ∈ R|x 0 2 = 1}. In the Euclidean plane, the two signs correspond to the two sides of the ordered element of area V 2;2 . In the Minkowskian plane, the two signs correspond to particles and antiparticles moving forward and backward, respectively, through time.
Real symmetric trace-free 2 × 2 matrices S 2 are of the form: Now S 2 2 = b 2 + c 2 I 2 , so S 2 is necessarily space-like. Thus the decomposition in equation (58) separates R 2 into scalar, time-like, and space-like parts. The unit symmetric real 2 × 2 matrix has (b, c) on the 1-dimensional unit sphere, i.e. a circle, S 1 = {x i ∈ R 2 |x 0 2 + x 1 2 = 1}. So space has an additional degree of freedom, θ, corresponding to rotation in the Euclidean plane: with the ± sign corresponding to clockwise or counterclockwise rotation. Without loss of generality, one can choose θ as the angle of S 2 from the X 2 axis going towards the Y 2 axis. Then A matrix representation of a vector in the Euclidean plane is thus Vol. 32 (2022) Binary Encoded Recursive Generation of Quantum Space-Times Page 11 of 21 51 With that choice of θ, In the Euclidean plane, Ar 2;2 A −1 reflects vector r 2;2 over vector A. Consequently, (BA)r 2;2 (BA) − actively rotates vector r 2;2 in the direction from X 2 towards Y 2 by angle θ.
A matrix representation of a vector in the Minkowskian plane is where y = ct. Note the difference in signs between (63) and (67). In R 2;2 , the geometric algebra of the Euclidean plane, bi-vectors are generators of rotations. In R 2;0 , the geometric algebra of the Minkowskian plane, bi-vectors are generators of boosts. There Euler's relation is The operation r 2;0 = e T2X2α/2 r 2;0 e X2T2α/2 (69) actively boosts vector r 2;0 by rapidity α, where tanh α = β = v/c.

Complex Numbers
A matrix representation of complex numbers in polar coordinates C = re iθ becomes Note the difference in signs among (63), (67), and (70). Geometrically, the so-called "complex plane" is not a plane since I 2 is a scalar, not a vector. T 2 , which squares to −I 2 , is a real matrix representation of the imaginary number i. By Eq. (64), T 2 , the i of ict, is the same as X 2 Y 2 , the i of e iθ . However, as we shall see below, it differs from the i of σ x σ y σ z or of i . Adv. Appl. Clifford Algebras

Dyreal Numbers A matrix representation of dyreal numbers is
Again, note the differences in signs among (63), (67), (70), and (71). This exhausts the four choices of signs (either same or opposite on either major or minor axis). Like complex numbers, dyreal numbers do not form a plane.

Qubits
Qubits are usually described by complex amplitudes of two orthogonal states: where C * 0 C 0 + C * 1 C 1 = 1. In geometric algebra, the two orthogonal states can be taken as X 2 and Y 2 . Then where Q * Q = I 2 . This Q is an element of C(2) and so describes 3 real dimensions -the three axes of the Bloch sphere. It is really a qutrit, not a qubit. In geometric algebra, a qubit is where QQ = I 2 . This is a unit vector in the Euclidean plane, not a complex number. [19] recently asserted that quantum theory based on real numbers can be experimentally falsified. Unfortunately, [19] chose as the real density matrix ρ corresponding to the complex density matrix ρ ρ = (ρ) ⊗ 1 2 instead of one constructed with anti-commuting basis vectors I 2 and X 2 Y 2 commute, but X 2 and Y 2 anti-commute, thereby guaranteeing that if complex ρ is orthonormal, so is real ρ . Using anti-commuting basis vectors enables real quantum mechanics to reproduce the results of complex quantum mechanics, including Bell correlations. Thus we can use Euclidean spaces, which have anti-commuting basis vectors over the real numbers, in place of Hilbert spaces over complex numbers for all of quantum mechanics.

Pauli Algebra
By Eq. (40), R 2;2 ⊗ R 1;−1 = R 3;3 or R(2) ⊗ C = C(2). By equations (36) and (37), the basis vectors of R 3;3 are This is 3-dimensional Euclidean space. The volume element V 3;3 = X 3 Y 3 Z 3 = −I 2 ⊗T 2 squares to −I 4 and can be taken as the imaginary i 3 . One usually uses complex variables and simply writes i 3 as i, but the use of real variables shows that i 3 = V 3;3 , a time-like 3-volume, is geometrically different from i 1 = T 2 , the time-like vector of ict, and i 2 = X 2 Y 2 , the time-like bivector of e iθ . By Eq. (64), i 1 can be equated to i 2 , since both are elements of R(2), but i 3 is an element of R(4). From Eq. (45), This shows how 3-dimensional Euclidean space, represented by 4 × 4 real matrices, is generated by the geometrical elements of 2-dimensional Euclidean space, represented by 2 × 2 real matrices. The Pauli representation of r 3;3 in terms of 2 × 2 complex matrices C(2), obscures its 2-dimensional roots. In quantum information theory, X 2 and Y 2 are called Pauli-Z and Pauli-X, respectively. C(2) also leads to loop quantum gravity [21], which can be reformulated geometrically in terms of R(2).
(89) r ∧ p = 1 2 (r 4;2 p 4;2 + p 4;2 r 4;2 ) The trivector for p x commutes with the basis vectors Y 4 , Z 4 , and T 4 that comprise it, but anti-commutes with X 4 , and similarly for the other components of the four-momentum. In the momentum representation, the fourmomentum is the vector and the position is the trivector. (A way to visualize this is to think of position in terms of a three-cornered reflector.) The relationship between space-time vectors and energy-momentum trivectors is an example of Hodge duality between the n g elements of grade g and the same number of elements n n−g of grade n − g. Each element E b of a geometric algebra commutes or anti-commutes with its Hodge dual according to In n = 4 dimensions, vectors (g b = 1) and their Hodge dual momenta anticommute, as a consequence of the anti-commutativity of the basis vectors. The Heisenberg anti-commutation relations between position and conjugate momentum are consequences of the anti-commutativity of the basis vectors, without the need of introducing an additional postulate about momenta. The postulates of quantum mechanics are consequences of the geometric algebra.

Kaluza-Klein Theory
However, R 8;0 ∼ = R(16) has neutral metric signature (s = 0). What is needed for quantum mechanics is the Euclidean space R 8;8 , which by Bott periodicity is also isomorphic to R(16). Its basis vectors can be taken as the four spacelike basis vectors of equation (93), together with the four space-like trivectors composed of three time-like vectors: Suppose that the open basis vectors are similarly recursive, but doubling in size at each recursion k: for m = 0, 1, 2, 3; but that the closed basis vectors do not double in size: where r = x k e k with x k ∈ {0, 1} and k = 0, 1, 2, 3; and where each binary number labels the node to its lower left, for example, 1101 r = 1e 3 + 1e 2 + 0e 1 + 1e 0 . The line element for the basis vectors of equation (96) is (99) This is of the form of the Robertson-Walker line element for a flat spatially isotropic universe ( [14], p. 722): For a Λ-dominated universe, which implies a doubling time of [17]. From this perspective, the various terms of the Einstein field equation have different origins: the R terms are the Einstein curvature over dimensions 0, 1, 2, 3; the Λ term is over dimensions (0, 1, 2, 3) mod 8 (Eq. (96)); and the T term is over dimensions 4, 5, 6, 7 (Eq. (97)). Einstein is said to have complained that the field equation is like a mansion with two wings, one of which is made from fine marble and the other is made from cheap wood [23]. Perhaps the whorls of Einstein's wood are the compact dimensions curling back on themselves.
Noether's theorem [15] states that, if the action is invariant under continuous displacement in coordinate q i , then the momentum p i conjugate to q i is conserved. Noether's theorem is also valid for discrete displacements [5]. By Eq. (96), space-time coordinates form an integer lattice for dimensions 0, 1, 2, 3, with the same physics over dimensions 4, 5, 6, 7, by Eq. (97) at each node of the space-time lattice. The lattice being invariant under discrete displacement of dimensions 0, 1, 2, 3 implies conservation of energy-momentum by Noether's theorem. Conservation laws are not pre-existent; rather, they are consequences of the uniformity of space-time, whose uniformity is a consequence of its recursive generation.

Cosmogenesis
Consider the basis vectors of the Euclidean plane X 2 and Y 2 as possible actions: "going a step in some direction" and "going a step in some other direction." They generate a geometric algebra, R 2;2 , which also includes I 2 , "going neither some way nor some other way," and X 2 Y 2 , "going some way while going some other way," which introduces an element of time, T 2 . The direct product of a unit of the Euclidean plane (X 2 , Y 2 ) and a unit of the Minkowskian plane (X 2 , T 2 ) produces an element of 4-d Minkowskian spacetime (X 4 , Y 4 , Z 4 , T 4 ) if the coordinates don't close back on themselves and a Despite the wide-ranging scales of the physical processes, they can all be expressed mathematically in terms of real geometric algebras, all of which can be generated recursively from the set of real 2 × 2 matrices, R(2), the geometric algebra generated by basis vectors of either the Euclidean plane or the Minkowskian plane. Recursive generation provides sets of basis vectors for space-times of any number of dimensions n and metric signature s. It also provides matrix representations for complex numbers, dyreal numbers, qubits, quaternions, Pauli spin matrices, 4-dimensional space-time, Dirac gamma matrices, the electroweak and strong forces, and the cosmological constant. Constructing all these entities from the same two basic geometric elements shows the deep relationships among them. It also simplifies computerized symbolic manipulation of them. The recursive generation of real geometric elements raises the possibility that the universe generates itself recursively from two basic geometric elements. Growing recursively, they generate an exponentially expanding space-time lattice with the Standard Model of physics at each node of the lattice. The uniformity of space-time and the consistency of physics across the universe are consequences of its recursive generation. Conservation of energy-momentum is a consequence of the uniformity of space-time. Conservation laws are not antecedent to the existence of the universe; rather they are consequences of how the universe grows, recursively.