-
-
Notifications
You must be signed in to change notification settings - Fork 0
/
cayley-dickson.js
243 lines (189 loc) · 4.94 KB
/
cayley-dickson.js
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
var ring = require('algebra-ring')
var twoPow = Math.pow.bind(null, 2)
/**
* Turn unary operator on single value to operator on n values.
*/
function arrayfy1 (operator, dim) {
if (dim === 1) {
return operator
} else {
return function (a) {
var b = []
for (var i = 0; i < dim; i++) {
b.push(operator(a[i]))
}
return b
}
}
}
/**
* Turn binary operator on single value to operator on n values.
*/
function arrayfy2 (operator, dim) {
if (dim === 1) {
return operator
} else {
return function (a, b) {
var c = []
for (var i = 0; i < dim; i++) {
c.push(operator(a[i], b[i]))
}
return c
}
}
}
/**
* Iterate Cayley-Disckson construction
*
* @params {Object} given field
* @params {*} given.zero
* @params {*} given.one
* @params {Function} given.equality
* @params {Function} given.contains
* @params {Function} given.addition
* @params {Function} given.negation
* @params {Function} given.multiplication
* @params {Function} given.inversion
* @params {Number} iterations
*
* @returns {Object} algebra
*/
function iterateCayleyDickson (given, iterations) {
var field = ring([given.zero, given.one], given)
if (iterations === 0) {
return field
}
var fieldZero = field.zero
var fieldOne = field.one
var fieldAddition = field.addition
var fieldMultiplication = field.multiplication
var fieldNegation = field.negation
var fieldDisequality = field.disequality
var fieldNotContains = field.notContains
// identities
var one = []
var zero = []
var dim = twoPow(iterations)
one.push(fieldOne)
zero.push(fieldZero)
for (var i = 1; i < dim; i++) {
one.push(fieldZero)
zero.push(fieldZero)
}
// operators
function equality (a, b) {
for (var i = 0; i < dim; i++) {
if (fieldDisequality(a[i], b[i])) {
return false
}
}
return true
}
function contains (a) {
for (var i = 0; i < dim; i++) {
if (fieldNotContains(a[i])) {
return false
}
}
return true
}
function buildConjugation (fieldNegation, iterations) {
if (iterations === 0) {
return function (a) { return a }
}
var dim = twoPow(iterations)
// b -> p looks like complex conjugation simmetry (:
function conjugation (b) {
var p = [b[0]]
for (var i = 1; i < dim; i++) {
p.push(fieldNegation(b[i]))
}
return p
}
return conjugation
}
var conjugation = buildConjugation(fieldNegation, iterations)
function buildMultiplication (fieldAddition, fieldNegation, fieldMultiplication, iterations) {
if (iterations === 0) {
return function (a, b) {
return fieldMultiplication(a[0], b[0])
}
}
var dim = twoPow(iterations)
var halfDim = twoPow(iterations - 1)
var add = arrayfy2(fieldAddition, halfDim)
var conj = buildConjugation(fieldNegation, iterations - 1)
var mul = buildMultiplication(fieldAddition, fieldNegation, fieldMultiplication, iterations - 1)
var neg = arrayfy1(fieldNegation, halfDim)
function multiplication (a, b) {
// a = (p, q)
// b = (r, s)
var p = []
var q = []
var r = []
var s = []
for (var i1 = 0; i1 < halfDim; i1++) {
p.push(a[i1])
r.push(b[i1])
}
for (var i2 = halfDim; i2 < dim; i2++) {
q.push(a[i2])
s.push(b[i2])
}
// var denote conj(x) as x`
//
// Multiplication law is given by
//
// (p, q)(r, s) = (pr - s`q, sp + qr`)
var t = add(mul(p, r), neg(mul(conj(s), q)))
var u = add(mul(s, p), mul(q, conj(r)))
if (halfDim === 1) {
return [t, u]
} else {
var c = []
for (var i3 = 0; i3 < halfDim; i3++) {
c.push(t[i3])
}
for (var i4 = 0; i4 < halfDim; i4++) {
c.push(u[i4])
}
return c
}
}
return multiplication
}
var multiplication = buildMultiplication(fieldAddition, fieldNegation, fieldMultiplication, iterations)
function norm (a) {
var n = fieldZero
var squares = multiplication(a, conjugation(a))
for (var i = 0; i < dim; i++) {
n = fieldAddition(n, squares[i])
}
return n
}
function inversion (a) {
var n = norm(a)
var b = conjugation(a)
for (var i = 0; i < dim; i++) {
b[i] = field.division(b[i], n)
}
return b
}
var addition = arrayfy2(fieldAddition, dim)
var negation = arrayfy1(fieldNegation, dim)
// Cayley-Dickson construction take a field as input but the result can be often a ring,
// this means that it can be *not-commutative*.
// To elevate it to an algebra, we need a bilinear form which is given by the norm.
var algebra = ring([zero, one], {
contains,
equality,
addition,
negation,
multiplication,
inversion
})
algebra.conjugation = conjugation
algebra.norm = norm
return algebra
}
module.exports = iterateCayleyDickson