76 KiB
(ql:quickload 'kenzo)
To load "kenzo":
Load 1 ASDF system:
kenzo
; Loading "kenzo"
(KENZO)
(in-package "CAT")
#<PACKAGE "CAT">
(cat-init)
---done---
NIL
Chain Complexes¶
Introduction¶
A chain complex $(C_p, d_p)$ is a collection of free $\mathbb{Z}$-modules $(C_p)$, one for each $p \in \mathbb{Z}$, together with a homomorphism $d_p : C_p \rightarrow C_{p-1}$, such that, for all $p$, $d_{p-1} \circ d_p = 0$. (See, for example, P.J. Giblin in Graph, Surface and Homology, Chapman and Hall Math. series, 1981.)
In the Kenzo program, a morphism $f=(f_p)$, of degree $k$, from a chain complex $(C_p, d_p)$ to another $(C'_p, d'_p)$ is a collection of homomorphisms
$$f_p : C_p \rightarrow C'_{p+k}.$$
This is expressed by the following diagram, generally not assumend commutative.
$$ \begin{aligned} \cdots & \leftarrow & C_{p-1} & \quad\xleftarrow{d_p} & C_p & \quad\xleftarrow{d_{p+1}} & C_{p+1} & \quad\leftarrow & \cdots \\ & & f_{p-1} \Bigg\downarrow & & f_p \Bigg\downarrow & & f_{p+1} \Bigg\downarrow \\ \cdots & \leftarrow & C'_{p+k-1} & \quad\xleftarrow{d'_{p+k}} & C'_{p+k} & \quad\xleftarrow{d'_{p+k+1}} & C'_{p+k+1} & \quad\leftarrow & \cdots \end{aligned} $$
Three types of morphisms are most generally considered.
- $k=0$. If the commutativity relation $d'_p\circ f_p=f_{p-1}\circ d_p$ holds for every $p$, then the morphism $f$ is an ordinary chain complex morphism or chain map.
- $k=-1$. If $(C_p,d_p)=(C'_p,d'_p)$ and $f_p=d_p$, then $f$ is the differential of the chain complex $(C_p,d_p)$ and, in fact, this differential is implemented in the ${\tt Kenzo}$ program as a morphism of degree $-1$.
- $k=+1$. In this case, $f$ is usually a homotopy operator, that is, some relation $$d'_{p+1}\circ f_p+f_{p-1}\circ d_p=g_p-g'_p$$ is satisfied for two (ordinary) chain complex morphisms $g$ and $g'$.
For technical reasons, these three types of morphisms have been implemented in the $\texttt{Kenzo}$ program in a unique type.
Generators, terms, and combinations¶
To become familiar with the Lisp functions implementing the chain complexes, the best is to begin with an example. Simplicial complexes are good candidates for this purpose, and we shall take as a typical example the following simplicial complex.
(cl-jupyter-user:png-from-file "diabolo.png")
In this simplicial complex, called here diabolo, there are 3 associated chain groups.
- $C_0$, the free $\mathbb{Z}$-module on the set of vertices $\{s_0,s_1,s_2,s_3,s_4,s_5\}$
- $C_1$, the free $\mathbb{Z}$-module on the set of edges $\{s_{01},s_{02},s_{12},s_{23},s_{34},s_{35}, s_{45}\}$
- $C_2$, the free $\mathbb{Z}$-module on the set of triangles (here a singleton) $\{s_{345}\}$
The elements of either of those groups $C_p$ are linear integer combinations of the corresponding basis (set of $\sigma_i$'s), i.e., elements of the form $$\sum\lambda_i\sigma_i, \quad \lambda_i\in\mathbb{Z}.$$ An element $\sigma_i$ of any basis is also called a generator and in our specific case this generator will be represented by a Lisp symbol. For instance, $s_{45}$ will be translated into $\texttt{s45}$. However, the user should be aware that in more realistic usage of the software, generators may be of any type. A product such as $\lambda_i\sigma_i$ is called a term and a sum of terms, a combination.
Representation of a combination¶
A combination is represented internally in the system by a structure having the following general form: $$\#\texttt{S(CMBN}\quad\texttt{DEGREE P}\quad\texttt{LIST (}\texttt{(}\lambda_1\cdot\sigma_1\texttt{)}\dots\texttt{(}\lambda_k\cdot\sigma_k\texttt{)))}$$ and containing
- The degree of the combination corresponding to the index $p\in\mathbb{Z}$ of the group $C_p$ to which this combination belongs.
- The list of the internal representation of the terms, namely the list of pairs $(\lambda_i\cdot\sigma_i)$.
This choice of representation implaies that only homogeneous combinations will be considered. A type $\texttt{CMBN}$ and a printing method are provided with this internal representation. The external form of a combination is shown in the examples.
Ordering the generators¶
In order to speed up the execution of algorithms involving combinations, the list of pairs $(\lambda_i.\sigma_i)$ is ordered by an adequate ordering function (ex: the lexicographical ordering n the symbols). For programming convenience, an enumerated type $\texttt{CMPR}$ has been defined:
(deftype cmpr() '(member :less :equal :greater))
A number of macros, functions and methods have been defined on usual sets (symbols, numbers, lists, etc.) taking their value in the set $\texttt{[:less, :equal, :greater]}$. Of course, the user may define its own function for a particular case. The functions $\texttt{f-cmpr}$, $\texttt{s-cmpr}$, and $\texttt{l-cmpr}$ can be used to compare various couples of common items.
(documentation 'f-cmpr 'function)
"--------------------------------------------------------------[function-doc] F-CMPR Args: (n1 n2) Returns :LESS, :EQUAL, or :GREATER, according to the result of the canonical comparison of the integers N1 and N2. ------------------------------------------------------------------------------"
(f-cmpr 123 789)
:LESS
(documentation 's-cmpr 'function)
"--------------------------------------------------------------[function-doc] S-CMPR Args: (symbol1 symbol2) Returns :LESS, :EQUAL, or :GREATER, according to the result of the Lisp string comparison function of the strings (SYMBOL-NAME SYMBOL1) and (SYMBOL-NAME SYMBOL2). ------------------------------------------------------------------------------"
(s-cmpr 'circulation 'circular)
:GREATER
(documentation 'l-cmpr 'function)
"--------------------------------------------------------------[function-doc] L-CMPR Args: (list1 list2) Returns :LESS, :EQUAL, or :GREATER, according to the lexicographical ordering of the generator lists LIST1 and LIST2. ------------------------------------------------------------------------------"
(l-cmpr '(1 a b) '(1 a))
:GREATER
Functions handling combinations¶
The software provides a set of functions, methods, and macros to create or modify combinations.
(documentation 'cmbn 'function)
"--------------------------------------------------------------[function-doc] CMBN Args: (degr &rest rest) Returns a combination of degree DEGR from a sum of terms provided as a sequence CF1 GNRT1 CF2 GNRT2 ... CFn GNRTn of coefficient / generator pairs in REST. REST can be of arbitrary length including NIL, in which case the combination is an instance of the null combination of degree DEGR. ------------------------------------------------------------------------------"
(def comb1 (cmbn 1 1 'u 2 'v 3 'w 4 'z))
----------------------------------------------------------------------{CMBN 1}
<1 * U>
<2 * V>
<3 * W>
<4 * Z>
------------------------------------------------------------------------------
(documentation 'cmbn-non-zero-p 'function)
"-----------------------------------------------------------------[macro-doc] CMBN-NON-ZERO-P Args: (cmbn) Tests if the combination CMBN is a non-null combination of any degree. ------------------------------------------------------------------------------"
(cmbn-non-zero-p comb1)
T
The reader function $\texttt{cat:cmbn-list}$ gets the list of terms of the combination $\texttt{cmbn}$. Beware: a term is not a Kenzo object.
(cmbn-list comb1)
((1 . U) (2 . V) (3 . W) (4 . Z))
(def term3 (third (cmbn-list comb1)))
(3 . W)
(documentation 'cffc 'function)
"-----------------------------------------------------------------[macro-doc] CFFC Args: (term) Returns the the coefficient (integer) of a term. ------------------------------------------------------------------------------"
(cffc term3)
3
(documentation 'gnrt 'function)
"-----------------------------------------------------------------[macro-doc] GNRT Args: (term) Returns the the generator of a term. ------------------------------------------------------------------------------"
(gnrt term3)
W
(documentation 'cmbn-opps 'function)
"--------------------------------------------------------------[function-doc] CMBN-OPPS Args: (cmbn) Returns the combination opposite combination of CMBN. ------------------------------------------------------------------------------"
(def mcomb1 (cmbn-opps comb1))
----------------------------------------------------------------------{CMBN 1}
<-1 * U>
<-2 * V>
<-3 * W>
<-4 * Z>
------------------------------------------------------------------------------
(documentation 'n-cmbn 'function)
"--------------------------------------------------------------[function-doc] N-CMBN Args: (n cmbn) Returns N times the combination CMBN. N must be non-zero. ------------------------------------------------------------------------------"
(def comb2 (n-cmbn 10 comb1))
----------------------------------------------------------------------{CMBN 1}
<10 * U>
<20 * V>
<30 * W>
<40 * Z>
------------------------------------------------------------------------------
(documentation '2cmbn-add 'function)
"--------------------------------------------------------------[function-doc] 2CMBN-ADD Args: (cmpr cmbn1 cmbn2) Returns the combination, which is the sum of CMBN1 and CMBN2. The first argument, CMPR, must be a function or macro, which is used to compare the generators of the combination arguments and to order the terms of the result combination. ------------------------------------------------------------------------------"
(def cmb12 (2cmbn-add #'s-cmpr comb1 comb2))
----------------------------------------------------------------------{CMBN 1}
<11 * U>
<22 * V>
<33 * W>
<44 * Z>
------------------------------------------------------------------------------
(documentation '2cmbn-sbtr 'function)
"--------------------------------------------------------------[function-doc] 2CMBN-SBTR Args: (cmpr cmbn1 cmbn2) Returns the combination, which is the difference of CMBN1 and CMBN2. The first argument, CMPR, must be a function or macro, which is used to compare the generators of the combination arguments and to order the terms of the result combination. ------------------------------------------------------------------------------"
(documentation 'ncmbn-add 'function)
"--------------------------------------------------------------[function-doc] NCMBN-ADD Args: (cmpr cmbn &rest rest) Returns the sum of an arbitrary number of combinations. The first argument, CMPR, must be a function or macro, which is used to compare the generators of the input combinations and to order the terms of the result combination. ------------------------------------------------------------------------------"
(ncmbn-add #'s-cmpr comb1 comb2 comb1 comb2 comb1 comb2 comb1 comb2 comb1 comb2)
----------------------------------------------------------------------{CMBN 1}
<55 * U>
<110 * V>
<165 * W>
<220 * Z>
------------------------------------------------------------------------------
(def diabolo-cmpr #'s-cmpr)
#<FUNCTION S-CMPR>
(def diabolo-basis #'(lambda (dmn) (case dmn (0 '(s0 s1 s2 s3 s4 s5)) (1 '(s01 s02 s12 s23 s34 s35 s45)) (2 '(s345)) (otherwise nil))))
#<FUNCTION (LAMBDA (DMN) :IN "/home/gerd/git/cl-jupyter/cl-jupyter.lisp") {1006EEE2CB}>
(def diabolo-bspn 's0)
S0
(def diabolo-pure-dffr #'(lambda (dmn gnr) (unless (<= 0 dmn 2) (error "Incorrect dimension for diabolo-dp.")) (case dmn (0 (cmbn -1)) ; Note the null combination of degree -1 (1 (case gnr (s01 (cmbn 0 -1 's0 1 's1)) (s02 (cmbn 0 -1 's0 1 's2)) (s12 (cmbn 0 -1 's1 1 's2)) (s23 (cmbn 0 -1 's2 1 's3)) (s34 (cmbn 0 -1 's3 1 's4)) (s35 (cmbn 0 -1 's3 1 's5)) (s45 (cmbn 0 -1 's4 1 's5)))) (2 (case gnr (s345 (cmbn 1 1 's34 -1 's35 1 's45)))) (otherwise (error "Bad generator for complex diabolo")))))
#<FUNCTION (LAMBDA (DMN GNR) :IN "/home/gerd/git/cl-jupyter/cl-jupyter.lisp") {10070DAB5B}>
(def diabolo-strt :GNRT)
:GNRT
(def diabolo-orgn '(diabolo-for-example))
(DIABOLO-FOR-EXAMPLE)
(documentation 'build-chcm 'function)
"--------------------------------------------------------------[function-doc]
BUILD-CHCM
Args: (&key cmpr basis bsgn intr-dffr strt orgn)
Returns an instance of the class CHAIN-COMPLEX. The keyword arguments are as
follows:
:CMPR CMPR, the comparison function for generators
:BASIS BASIS, the function defining the basis of the freee Z-modules C_p or the
the keyword :LOCALLY-EFFECTIVE
:BSGN BSGN, a generator, the base point of the underlying set
:INTR-DFFR INTR-DFFR, a Lisp function defining the differential homomorphism
for each p (d_p: C_p -> C_{p-1}
:STRT STRT, one of the keywords :GNRT or :CMBN, defining the mapping strategy
of the differential homomorphism, either by generator or by
combination. The default is :GNRT
:ORGN ORGN, a list which is the copy of a Lisp statement, in principle the
statement which was at the origin of the creation of this Kenzo
object. A caching process, using this slot, prevents the creation
of multiple copies of the same mathematical object, which is
important for efficiency. It is used also for debugging and
analyzing the program.
Use this function instead of creating instances via the standard constructor
MAKE-INSTANCE.
------------------------------------------------------------------------------"
(def diabolo (build-chcm :cmpr diabolo-cmpr :basis diabolo-basis :bsgn diabolo-bspn :intr-dffr diabolo-pure-dffr :strt diabolo-strt :orgn diabolo-orgn))
[K1 Chain-Complex]
(documentation 'chcm 'function)
"--------------------------------------------------------------[function-doc] CHCM Args: (idnm) Return from the list *CHCM-LIST* the chain complex instance with Kenzo identifier IDNUM or NIL, if it doesn't exist. ------------------------------------------------------------------------------"
(chcm 1)
[K1 Chain-Complex]
(orgn diabolo)
(DIABOLO-FOR-EXAMPLE)
(idnm diabolo)
1
(basis diabolo 0)
(S0 S1 S2 S3 S4 S5)
(basis diabolo 1)
(S01 S02 S12 S23 S34 S35 S45)
(basis diabolo 2)
(S345)
(basis diabolo 10)
NIL
(dffr diabolo 2 's345)
----------------------------------------------------------------------{CMBN 1}
<1 * S34>
<-1 * S35>
<1 * S45>
------------------------------------------------------------------------------
(dffr diabolo *)
----------------------------------------------------------------------{CMBN 0}
------------------------------------------------------------------------------
An important trivial case: the unit chain complex, $\mathbb{Z}$¶
(def ZCC (the chain-complex (build-chcm :cmpr #'(lambda (gnrt1 gnrt2) (declare (ignore gnrt1 gnrt2)) (the cmpr :equal)) :basis #'(lambda (n) (the list (if (zerop n) '(:Z-gnrt) +empty-list+))) :bsgn :Z-gnrt :intr-dffr #'(lambda (cmbn) (the cmbn (zero-cmbn (1- (cmbn-degr cmbn))))) :strt :cmbn :orgn '(zcc-constant))))
[K3 Chain-Complex]
(documentation 'z-chcm 'function)
"--------------------------------------------------------------[function-doc] Z-CHCM Args: () Build the unit chain complex. ------------------------------------------------------------------------------"
The chain complex $\texttt{circle}$¶
(defun CIRCLE () (the chain-complex (build-chcm :cmpr #'(lambda (gnrt1 gnrt2) (declare (ignore gnrt1 gnrt2)) (the cmpr :equal)) :basis #'(lambda (dmns) (the list (case dmns (0 '(*)) (1 '(s1)) (otherwise +empty-list+)))) :bsgn '* :intr-dffr #'zero-intr-dffr :strt :cmbn :orgn '(circle))))
REDEFINITION-WITH-DEFUN:
#<SB-KERNEL:REDEFINITION-WITH-DEFUN {10047995D3}>
CIRCLE
Morphisms¶
(documentation 'morphism 'type)
"----------------------------------------------------------------[class-doc]
MORPHISM
Slots: (sorc trgt degr intr strt ???-clnm ?-clnm rslts idnm orgn)
Intances of this class represent morphisms between chain complexes, and the
differential homomorphism of a chain complex is treated as a morphism of
degree -1. The class has 10 slots:
1. SORC, an object of type CHAIN-COMPLEX, the source chain complex of this
morphism. Its reader function is SORC.
2. TRGT, an object of type CHAIN-COMPLEX, the target chain complex of this
morphism. Its reader function is TRGT.
3. DEGR, an integer, the degree of the morphism. Its reader function is DEGR.
4. INTR, a Lisp INTeRnal function implementing the morphism, taking account
of the strategy STRT. Its reader function is INTR.
5. STRT, a symbol, one of :GNRT or :CMBN. Its reader function is STRT.
If this slot is :GNRT, the implementation of INTR is a function:
(function (degr gnrt) cmbn)
and for any call of this function, the result is stored in the slot
RSLTS to avoid later a possibly long recalculation for the same
argument.
If this slot is :CMBN, the implementation of INTR is a function:
(function (cmbn) cmbn)
and the RSLTS slot is not used. Think for example to an identity or
null function, where storing a result is wasted time.
6. ???-CLNM, an integer updated by the system for internal statistics. Its
reader function is ???-CLNM.
7. ?-CLNM, another integer maintained by the system for internal pusposes. Its
reader function is ?-CLNM.
8. RSLTS, an array of length +MAXIMAL-DIMENSION+ reserved by the system for
caching intermediate results. Its reader function is RSLTS.
9. IDNM, an integer, a system-generated identifier for this object. Its reader
function is IDNM.
10. ORGN, a list which is the copy of a Lisp statement, in principle the
statement which was at the origin of the creation of this Kenzo object.
A caching process, using this slot, prevents the creation of multiple
copies of the same mathematical object, which is important for efficiency.
It is used also for debugging and analyzing the program.
-----------------------------------------------------------------------------"
The function $\texttt{build-mprh}$¶
(documentation 'build-mrph 'function)
"--------------------------------------------------------------[function-doc]
BUILD-MRPH
Args: (&key sorc trgt degr intr strt orgn)
Returns an instance of the class MORPHISM. The keyword arguments are as
follows:
:SORC SORC, the source object, a CHAIN-COMPLEX type object
:TRGT TRGT, the target object, a CHAIN-COMPLEX type object
:DEGR DEGR, the degree of the morphism, an integer
:INTR INTR, the Lisp function defining the effective mapping
:STRT STRT, one of the keywords :GNRT or :CMBN, defining the mapping strategy
of the differential homomorphism, either by generator or by
combination. The default is :GNRT
:ORGN ORGN, a list which is the copy of a Lisp statement, in principle the
statement which was at the origin of the creation of this Kenzo
object. A caching process, using this slot, prevents the creation
of multiple copies of the same mathematical object, which is
important for efficiency. It is used also for debugging and
analyzing the program.
Use this function instead of creating instances via the standard constructor
MAKE-INSTANCE.
------------------------------------------------------------------------------"
The differential homomorphism in a chain complex instance¶
(cat-init)
---done---
NIL
(def ZCC (z-chcm))
[K1 Chain-Complex]
(def zero-morphism (build-mrph :sorc ZCC :trgt ZCC :degr -1 :intr #'(lambda (comb) (cmbn (1- (degr comb)))) :strt :cmbn :orgn '(zero morphism on ZCC)))
[K3 Cohomology-Class on K1 of degree 1]
(def id-morphism (build-mrph :sorc ZCC :trgt ZCC :degr 0 :intr #'identity :strt :cmbn :orgn '(identity morphism on ZCC)))
[K4 Cohomology-Class on K1 of degree 0]
(def ccn-boundary #'(lambda (dgr gnr) (if (evenp (+ dgr gnr)) (cmbn (1- dgr) 1 (- gnr 10)) (cmbn (1- dgr)))))
#<FUNCTION (LAMBDA (DGR GNR) :IN "/home/gerd/git/cl-jupyter/cl-jupyter.lisp") {1004B84A7B}>
(def ccn (build-chcm :cmpr #'f-cmpr :basis #'(lambda (n) (<a-b< (* 10 n) (* 10 (1+ n)))) :bsgn 0 :intr-dffr ccn-boundary :strt :gnrt :orgn '(ccn)))
[K5 Chain-Complex]
(def upper-shift (build-mrph :sorc ccn :trgt ccn :strt :gnrt :degr +1 :intr #'(lambda (d gn) (cmbn (1+ d) 1 (+ gn 10))) :orgn '(ccn shift +10)))
[K7 Morphism (degree 1): K5 -> K5]
(def lower-shift (build-mrph :sorc ccn :trgt ccn :strt :gnrt :degr -1 :intr #'(lambda (d gn) (cmbn (1- d) 1 (- gn 10))) :orgn '(ccn shift -10)))
[K8 Morphism (degree -1): K5 -> K5]
(? ccn 2 22)
----------------------------------------------------------------------{CMBN 1}
<1 * 12>
------------------------------------------------------------------------------
(? ccn *)
----------------------------------------------------------------------{CMBN 0}
------------------------------------------------------------------------------
(def combn (cmbn 5 1 50 5 55 9 59))
----------------------------------------------------------------------{CMBN 5}
<1 * 50>
<5 * 55>
<9 * 59>
------------------------------------------------------------------------------
(? ccn combn)
----------------------------------------------------------------------{CMBN 4}
<5 * 45>
<9 * 49>
------------------------------------------------------------------------------
(? ccn *)
----------------------------------------------------------------------{CMBN 3}
------------------------------------------------------------------------------
(? upper-shift 0 6)
----------------------------------------------------------------------{CMBN 1}
<1 * 16>
------------------------------------------------------------------------------
(? lower-shift 5 51)
----------------------------------------------------------------------{CMBN 4}
<1 * 41>
------------------------------------------------------------------------------
(? lower-shift (? lower-shift 5 51))
----------------------------------------------------------------------{CMBN 3}
<1 * 31>
------------------------------------------------------------------------------
(def comb1 (cmbn 1 1 10 2 11 3 12 4 13))
----------------------------------------------------------------------{CMBN 1}
<1 * 10>
<2 * 11>
<3 * 12>
<4 * 13>
------------------------------------------------------------------------------
(def identity? (cmps upper-shift lower-shift))
[K9 Morphism (degree 0): K5 -> K5]
(degr identity?)
0
(? identity? comb1)
----------------------------------------------------------------------{CMBN 1}
<1 * 10>
<2 * 11>
<3 * 12>
<4 * 13>
------------------------------------------------------------------------------
(2cmbn-sbtr (cmpr ccn) comb1 *)
----------------------------------------------------------------------{CMBN 1}
------------------------------------------------------------------------------
(def upper-shift2 (cmps upper-shift upper-shift))
[K10 Morphism (degree 2): K5 -> K5]
(degr upper-shift2)
2
(? upper-shift2 comb1)
----------------------------------------------------------------------{CMBN 3}
<1 * 30>
<2 * 31>
<3 * 32>
<4 * 33>
------------------------------------------------------------------------------
(def twice-up-shift (add upper-shift upper-shift))
[K11 Morphism (degree 1): K5 -> K5]
(degr twice-up-shift)
1
(? twice-up-shift comb1)
----------------------------------------------------------------------{CMBN 2}
<2 * 20>
<4 * 21>
<6 * 22>
<8 * 23>
------------------------------------------------------------------------------
(def up-d (cmps upper-shift (dffr1 ccn)))
[K12 Morphism (degree 0): K5 -> K5]
(def d-up (cmps (dffr1 ccn) upper-shift))
[K13 Morphism (degree 0): K5 -> K5]
(? up-d 1 11)
----------------------------------------------------------------------{CMBN 1}
<1 * 11>
------------------------------------------------------------------------------
(? d-up 1 11)
----------------------------------------------------------------------{CMBN 1}
------------------------------------------------------------------------------
(def comb3 (cmbn 1 1 10 2 11 3 12 4 13 5 14 6 15))
----------------------------------------------------------------------{CMBN 1}
<1 * 10>
<2 * 11>
<3 * 12>
<4 * 13>
<5 * 14>
<6 * 15>
------------------------------------------------------------------------------
(? up-d comb3)
----------------------------------------------------------------------{CMBN 1}
<2 * 11>
<4 * 13>
<6 * 15>
------------------------------------------------------------------------------
(? d-up comb3)
----------------------------------------------------------------------{CMBN 1}
<1 * 10>
<3 * 12>
<5 * 14>
------------------------------------------------------------------------------
Accessing $\texttt{Kenzo}$ objects¶
(k 1)
[K1 Chain-Complex]
(kd 1)
Object: [K1 Chain-Complex] Origin: (Z-CHCM)
NIL
(k 3)
[K3 Cohomology-Class on K1 of degree 1]
(kd 3)
Object: [K3 Cohomology-Class on K1 of degree 1] Origin: (ZERO MORPHISM ON ZCC)
NIL
(kd 8)
Object: [K8 Morphism (degree -1): K5 -> K5] Origin: (CCN SHIFT -10)
NIL
(kd 5)
Object: [K5 Chain-Complex] Origin: (CCN)
NIL
(kd 9)
Object: [K9 Morphism (degree 0): K5 -> K5] Origin: (2MRPH-CMPS [K7 Morphism (degree 1): K5 -> K5] [K8 Morphism (degree -1): K5 -> K5] GNRT)
NIL
(kd2 9)
Object: [K9 Morphism (degree 0): K5 -> K5] Origin: (2MRPH-CMPS [K7 Morphism (degree 1): K5 -> K5] [K8 Morphism (degree -1): K5 -> K5] GNRT) Object: [K8 Morphism (degree -1): K5 -> K5] Origin: (CCN SHIFT -10) Object: [K7 Morphism (degree 1): K5 -> K5] Origin: (CCN SHIFT 10)
(9 8 7)