This disclosure is related to hierarchical data arrangements and, more particularly, to manipulating such data arrangements.
In a variety of fields, data or a set of data, may be represented in a hierarchical fashion. This form of representation may, for example, convey information, such as particular relationships between particular pieces of data and the like. However, manipulating such data representations is not straight-forward, particularly where the data is arranged in a complex hierarchy. Without loss of generality, one example may include a relational database. Techniques for performing operations on such a database, for example, are computationally complex or otherwise cumbersome. A continuing need, therefore, exists for additional techniques for manipulating data hierarchies.
Subject matter is particularly pointed out and distinctly claimed in the concluding portion of the specification. The claimed subject matter, however, both as to organization and method of operation, together with objects, features, and advantages thereof, may best be understood by reference of the following detailed description when read with the accompanying drawings in which:
In the following detailed description, numerous specific details are set forth to provide a thorough understanding of the claimed subject matter. However, it will be understood by those skilled in the art that the claimed subject matter may be practiced without these specific details. In other instances, well-known methods, procedures, components and/or circuits have not been described in detail so as not to obscure the claimed subject matter.
Some portions of the detailed description which follow are presented in terms of algorithms and/or symbolic representations of operations on data bits or binary digital signals stored within a computing system, such as within a computer or computing system memory. These algorithmic descriptions and/or representations are the techniques used by those of ordinary skill in the data processing arts to convey the substance of their work to others skilled in the art. An algorithm is here, and generally, considered to be a self-consistent sequence of operations and/or similar processing leading to a desired result. The operations and/or processing involve physical manipulations of physical quantities. Typically, although not necessarily, these quantities may take the form of electrical and/or magnetic signals capable of being stored, transferred, combined, compared and/or otherwise manipulated. It has proven convenient, at times, principally for reasons of common usage, to refer to these signals as bits, data, values, elements, symbols, characters, terms, numbers, numerals and/or the like. It should be understood, however, that all of these and similar terms are to be associated with the appropriate physical quantities and are merely convenient labels. Unless specifically stated otherwise, as apparent from the following discussion, it is appreciated that throughout this specification discussions utilizing terms such as “processing”, “computing”, “calculating”, “transforming,” “determining” and/or the like refer to the actions and/or processes of a computing platform, such as a computer or a similar electronic computing device, that manipulates and/or transforms data represented as physical electronic and/or magnetic quantities and/or other physical quantities within the computing platform's processors, memories, registers, and/or other information storage, transmission, and/or display devices.
In a variety of fields, data or a set of data, may be represented in a hierarchical fashion. This form of representation may, for example, convey information, such as particular relationships or patterns between particular pieces of data or groups of data and the like. However, manipulating and/or even recognizing specific data representations or patterns is not straight-forward, particularly where the data is arranged in a complex hierarchy. Without loss of generality, examples may include a database and further, without limitation, a relational database. Techniques for performing operations on such databases or recognizing specific patterns, for example, are computationally complex, time consuming, and/or otherwise cumbersome. A need, therefore, continues to exist for improved techniques for performing such operations and/or recognizing such patterns.
As previously discussed, in a variety of fields, it is convenient and/or desirable to represent data, a set of data and/or other information in a hierarchical fashion. In this context, such a hierarchy of data shall be referred to as a “tree.” In a particular embodiment, a tree may comprise a finite, non-empty (including at least one node), rooted, connected, acyclic graph. Likewise, such trees may be either ordered or unordered. Further discussion of non-empty trees may be found in The Art of Computer Programming, Vol. 1, Fundamental Algorithms, Donald Knuth, Addison Wesley. Here, ordered refers to the notion that there is an ordering or precedence among nodes attached to a common node corresponding to the order of the attached nodes shown in a graphical illustration. An unordered tree is illustrated here, for example, in
As previously suggested, in a variety of contexts, it may be convenient and/or desirable to represent a hierarchy of data and/or other information using a structure, such as the embodiment illustrated in
To reiterate, in this context, a tree comprises an edge labeled tree if each edge of the tree respectively holds, stores and/or represents a value or piece of data. Likewise, in this context, two nodes are employed to support an edge storing, holding and/or representing a piece of data. At this point, it is worth noting that trees having nodes and edges, such as previously described, may be represented in a computing platform or similar computing device through a data structure or a similar mechanism intended to capture the hierarchical relationship of the data, for example. It is intended that all such embodiments are included within the scope of the claimed subject matter.
According to an embodiment, trees or portions of trees may be represented by natural numerals according to an association of trees and natural numerals. Without belaboring the present discussion, additional descriptions of how natural numerals may be associated with trees are discussed in greater detail below and in U.S. patent application Ser. No. 11/005,859, filed on Dec. 6, 2004, by J. J. LeTourneau, titled, “Manipulating Sets of Hierarchical Data,” assigned to the assignee of the presently claimed subject matter. It should be understood, however, that while the particular embodiments illustrated are directed to particular associations of numerals and trees, there may be many associations of trees to numerals according to corresponding particular “association embodiments,” and the claimed subject matter is not limited to any such particular association.
According to an embodiment, although the claimed subject matter is not limited in scope in this respect, a method of enumerating a set of unordered trees may begin with enumeration of a one node binary edge labeled tree. The one node tree, which holds no data, is associated with the natural numeral one and has a graphical representation of a single node in this embodiment. For higher natural numbers, ordered trees may be generated by a process described, for example, in “The Lexicographic Generation of Ordered Trees,” by S. Zaks, The Journal of Theoretical Computer Science, Vol. 10(1), pp 63-82, 1980, or, “Enumerating Ordered Trees Lexicographically,” by M. C. Er, Computation Journal, Vol. 28, Issue 5, pp 538-542, 1985.
As illustrated, for this particular embodiment, the one node tree root comprises a single node and is associated with the natural numeral one. Thus, to obtain the tree at position two, a root node is attached and connected to the prior root node by an edge. Likewise, here, by convention, the edge is labeled with a binary zero. If, however, the tree formed by the immediately proceeding approach were present in the prior enumeration of trees, then a similar process embodiment is followed, but, instead, the new edge is labeled with a binary one rather than a binary zero. Thus, for example, to obtain the binary edge labeled tree for position three, a new root node is connected to the root node by an edge and that edge is labeled with a binary one. It should be understood that, while this particular embodiment associates a single node tree with the numeral one, and associates other trees with other numerals based, at least in part, upon this association, other embodiments illustrated below associate a single node tree with the numeral zero, or different numerals. Other trees in this association embodiment may then be based, at least in part, on this association.
Continuing with this example, to obtain the binary edge labeled tree for position four, observe that numeral four is the product of numeral two times numeral two. Thus, a union is formed at the root of two trees, where, here, each of those trees is associated with the natural numeral two. Likewise, to obtain the binary edge labeled tree for position five, begin with the binary edge labeled tree for position two and follow the previously articulated approach of adding a root and an edge and labeling it with a binary zero.
In this context, adding a root node and an edge to a BELT and labeling it binary zero is referred to as a “zero-push” operation and adding a root node and an edge to the BELT and labeling it binary one is referred to as a “one-push” operation. Here, a numeral associated with a tree resulting from either a zero-push or a one-push operation, according to a particular association embodiment, may be represented as a numerical operation on the numeral representing the BELT as follows:
zero-Push(x)=Q(2x−2)
one-Push(x)=Q(2x−1)
Thus, referring again to
In the presently illustrated embodiment, the function Q(k) relates to the well known Kleene enumeration function for the sequential enumeration of non-composite numerals P(k). Accordingly, in this context, the term prime numerals and non-composite numerals may be used interchangeably throughout. Here, the function Q(k) may be generated as Q(k)=P(k+1) where the Kleene enumeration function is expressed, in part, as follows:
P(1)=2
P(2)=3
P(3)=5
P(4)=7
. . .
In the embodiment just described, binary edge labeled trees use binary numerals “0” and “1.” However, the claimed subject matter is not limited in scope to binary edge labeled trees. For example, trees may employ any number of numeral combinations as labels, such as triplets, quadruplets, etc. Thus, using a quadruplet example, it is possible to construct trees, such as a zero-push of a particular tree, a one-push of that tree, a two-push of that tree, and a three-push of that tree.
The foregoing discussion has begun to characterize an algebra involving trees, in this particular embodiment, an algebra for unordered edge labeled trees or unordered ELTs, such as BELTs. The foregoing discussion define a value one, a one node tree for this particular embodiment, and a monadic operation, previously described as zero-push. For example, alternatively, a “one-push” may be employed. For this embodiment, this is analogous, for example, to the convention that “0” represent “off” and “1” represent “on.” Alternatively and equivalently, “1” may be employed to represent “off,” and “0” may be employed to represent “on,” without loss of generality. For this particular embodiment, an additional operation may be characterized, a “merger” operation. The merger operation with respect to trees refers to merging two trees at their roots.
As will now be appreciated, the merger operation comprises a dyadic operator or, in this context, also known as a binary operator. Likewise, the constants zero/one, referred to above, may be viewed as an operation having no argument or as a zero valued argument operator or operation. Thus, this operation, in effect, returns the same value whenever applied. Here, for this particular embodiment, the constant value, or zero valued argument operation that returns “c” and is denoted as “c.” The merger operator is denoted as “*”.
To assist in understanding the relationship between the symbolic expression shown in
Continuing, the “C” push of “1” is illustrated as two nodes with an edge labeled C connecting the two nodes for tree embodiment 520. Applying similar reasoning provides an edge labeled tree embodiment 530 representing the following expression: B(C(1)). Likewise, for this particular embodiment, the operation of merger may be represented as “*”, as previously suggested. Thus, applying a merger operation provides tree embodiment 540 at the bottom of
Previously, an embodiment for manipulating binary edge labeled trees or BELTs was described in connection with the aforementioned U.S. patent application Ser. No. 11/005,859. In that context, binary edge labeled trees comprise finite rooted, unordered two valued edge labeled trees. Thus, for the particular embodiment of binary edge labeled trees described, the two values comprise “0” and “1,” although alternately they could comprise A and B, for example, or any other two values. Referring now to
Thus, in this embodiment, we refer to this as the “view” of the particular expression. While particular embodiments illustrated herein relate to obtaining views of particular expressions known as trees, other embodiments may relate to obtaining views of other types of expressions such as symbol strings as illustrated below. However, symbol strings and trees are merely examples of expressions from which a view may be obtained and claimed subject matter is not limited in this respect. For a particular example of expressions comprising trees, for the purposes of illustration, a two valued edge labeled tree is referred to as view 2 and a three valued edge labeled tree is referred to as view 3, although, for example, the particular tree may not contain three different values. The view in this embodiment is determined, at least in part, by the set of distinct values from which the labels may be selected, as previously described.
Previously in the aforementioned U.S. patent application Ser. No. 11/005,859, an embodiment was demonstrated in which an association existed between natural numerals and binary edge labeled trees. For this particular embodiment, similar associations also exist, here between any N valued edge labeled tree and the natural numerals, where N is a numeral. Of course, many different associations are possible and the claimed subject matter is intended to cover all such associations regardless of the particular embodiment. Thus, according to particular association embodiments, for example, three valued edge label trees may be expressed as numerals, four valued edge labeled trees may be expressed as numerals and so forth. Thus, manipulations, such as those previously described, for example, in aforementioned U.S. patent application Ser. No. 11/005,859, as well as additional manipulations, may be applied to N valued edge labeled trees, as described in U.S. patent application Ser. No. 11/006,446, filed on Dec. 6, 2004 by J. J, LeTourneau, titled “Method and/or System for Tagging Trees,” and assigned to the assignee of the presently claimed subject matter. However, these are merely examples of how edge labeled trees may be manipulated and the claimed subject matter is not limited in this respect.
According to an embodiment, a “set” may define a collection of unique unordered elements or members. For example, for the purpose of illustration, a set may contain members or elements of a distinct classification, such as the set of all automobiles in a parking lot of a particular color. In a particular embodiment illustrated in
According to an embodiment, a “transformation” may define a process by which elements of a first set may be mapped between and/or associated with elements of a second set. For example, in a particular embodiment, a transformation may map and/or associate a member of the set of trees with a member of the set of symbol strings. Similarly, according to a particular embodiment, a transformation may map and/or associate a member of the set of natural numerals to a member in either the set of trees or the set of symbol strings. However, these are merely examples of how a transformation may map and/or associate members of one set to members of another set, and the claimed subject matter is not limited in these respects.
According to an embodiment, a transformation may associate and/or map an element in a first set with an element in a second set as an “elementary equivalent.” Here, in a particular embodiment, such a transformation may associate such elementary equivalent elements in different sets in a one-to-one and onto mapping in which the transformation defines for elements in a first set corresponding, unique elementary equivalents in a second set. Similarly, a transformation may also map and/or associate members of the second set to or between corresponding elementary equivalents in the first set. Examples of a transformations mapping and/or associating elementary equivalent elements of different sets may be found in, for example, Logical Number Theory, An Introduction, by Craig Smorynski, p. 305. However, this is merely an example of how a transformation may map and/or associate members of different sets as elementary equivalents, and the claimed subject matter is not limited in these respects.
As illustrated in
The embodiments of
Additionally, as with trees, as described above, such strings of grouping symbols may also define monadic and dyadic operations. For example, combining symbol strings end-to-end may define a dyadic “concatenation” operation in which a numeral representing the resulting combined string, according to an association embodiment, may comprise the product of numerals representing respective combined symbol strings. Also, encapsulating a symbol string with corresponding open and close symbols of a grouping symbol pair may define a monadic “encapsulation” operation. Here, in a particular embodiment as illustrated in
As pointed out above, according to a particular embodiment, in general a concatenation of symbol strings for a concatenation operation results in a symbol string associated with a numeral that is a product of numerals representing respective concatenated symbol strings. However, an exception is that in the particular embodiments illustrated in
According to embodiment 700 of
It should be evident from the association of symbol strings and numerals illustrated above in embodiment 700 that symbol strings comprising different types of grouping symbols associated with numerals may similarly be generated for embodiments 800 and 900. Here, for example, multiplication of a numeral associated with a symbol string may be represented by concatenating grouping symbol pairs “{ }” or “[ ]” in embodiments 800 and 900, respectively. Also, by defining the symbol strings representing the numeral one (“{ }” in embodiment 800 and “[ ]” in embodiment 900) and two (“{ } { }” in embodiment 800 and “[ ] [ ]” in embodiment 900), symbol strings representing remaining non-composite numerals may be generated using encapsulation operations. Accordingly, concatenation and encapsulation operations in respective embodiments 700, 800 and 900 may be used to generate symbol strings associated with remaining natural numerals. Again, however, these are merely examples of how the aforementioned concatenation and encapsulation operations may be used for generating symbol strings representing numerals and claimed subject matter is not limited in this respect.
The particular embodiments illustrated with reference to
To generate symbol strings associated with non-composite numerals, embodiment 1000 defines two encapsulation operations corresponding with the grouping symbol pairs “( )” and “{ }.” In this particular association embodiment, as pointed out above, symbol strings associated with the first three non-composite numerals, one, two and three, comprise “( ),” “( )( )” and “{ },” respectively. Again, these are merely examples of symbol strings that may be selected as being associated with numerals one, two and three according to a particular association embodiment, and the claimed subject matter is not limited in these respects. As illustrated in
According to an embodiment, the association embodiment 1000 of
Tree 1202, associated with symbol string “( )” and numeral one in the presently illustrated association embodiment, may be merged with itself to form tree 1204 which is associated with the numeral two and a concatenation of the grouping symbol pair “( )” and symbol string “( ) ( ).” Accordingly, concatenation of the symbol pair “( )” to a symbol string corresponds with a merger of tree 1202 with a tree corresponding to the symbol string. Similarly, tree 1206 associated with grouping symbol pair “{ }” may be merged with tree 1210 associated with symbol string “{( )}” to provide tree 1212. Here, the resulting tree 1212 is associated with the concatenation of the grouping symbol pair “{ }” and symbol string “{( )}.” Accordingly, there is a one-to-one correspondence between merger operations on BELTs and concatenation operations on symbol strings in the presently illustrated association embodiment.
Using the same association of BELTs and symbol strings comprising grouping symbol pairs “( )” and “{ }” illustrated above with reference to
To generate symbol strings associated with non-composite numerals, embodiment 1100 defines three encapsulation operations corresponding with the encapsulation symbol pairs “( ),” “{ }” and “[ ].” In this particular association embodiment, symbol strings associated with the first four non-composite numerals, one, two, three and five comprise“( )”, “( )( ),” “{ }” and “[ ],” respectively. However, these are merely examples of symbol strings that may be selected as being associated with the first four non-composite numerals and the claimed subject matter is not limited in these respects. Three encapsulation operations may be used to generate symbol strings corresponding to non-composite numerals of seven or greater in an alternating fashion. As illustrated in
According to an embodiment, the association embodiment 1100 of
Tree 1404, associated with symbol string “( )” and numeral one in the presently illustrated association embodiment, may be merged with itself to form tree 1410 which is associated with the numeral two and a concatenation of the grouping symbol pair “( )” with itself. Accordingly, concatenation of the symbol pair “( )” to a symbol string corresponds with a merger of tree 1404 with a tree corresponding to the symbol string. Similarly, tree 1406 associated with grouping symbol pair “{ }” may be merged with tree 1430 associated with symbol string “{( )}” to provide tree 1414. Here, the resulting tree 1414 is associated with a symbol string comprising a concatenation of the grouping symbol pair “{ }” and symbol string “{( )}.” In another example, tree 1408 associated with grouping symbol pair “[ ]” may be merged with tree 1412 associated with symbol string “({ })” to provide tree 1416. Here, the resulting tree 1416 is associated with a symbol string comprising a concatenation of the grouping symbol pair “[ ]” and symbol string “({ }).” Accordingly, there is a one-to-one correspondence between merger operations on A, B, C edge labeled tertiary trees and concatenation operations on symbol strings in the presently illustrated association embodiment.
Using the same association of A, B, C edge labeled tertiary trees and symbol strings comprising grouping symbol pairs “( ),” “{ }” and “[ ]” illustrated above with reference to
As discussed above operations and/or manipulations applied to symbol strings may be related to “arithmetic operations” applied to the numerals that correspond with the manipulated symbol strings. One example above, in a particular embodiment, illustrates that the dyadic concatenation operation applied to symbol strings relates to a dyadic multiplication operation on numerals representing the concatenated symbol strings. Another example above, according to a particular embodiment, illustrates that the monadic encapsulation operation on symbol strings relates to a monadic operation applied to numerals representing the encapsulated symbol strings to provide corresponding non-composite numerals. However, these are merely examples of arithmetic operations that may correspond with manipulations of and/or operations applied to symbol strings, and claimed subject matter may include other such arithmetic operations.
As discussed above in connection with embodiments 1000 and 1100, for a symbol string formed according to the corresponding association embodiment there exist a unique numeral and/or tree (here, a BELT or labeled tertiary tree in these particular examples). Accordingly, these relationships and/or associations among symbol strings, numerals and/or trees provide various associations between numerals and trees. Here, numerals associated with symbol strings in association embodiments 1000 and 1100 may also be associated with the trees associated with the symbol strings. Therefore, these numerals and trees associated with the symbol strings themselves form an associations of trees and numerals according to particular association embodiments.
The embodiments of
Also, it should be understood that the grouping symbol pairs employed in the particular embodiments illustrated herein are chosen to be perceivable by human inspection for the purposes of illustrating particular examples of the claimed subject matter. However, it should be understood that the claimed subject matter is also directed to the use of grouping symbols that are not perceivable by human inspection including, for example, grouping symbols that are encoded in magnetic, optical, semiconductor and/or radio frequency energy mediums, or any other type of media capable of expressing information.
While particular embodiments illustrated herein show particular types of label values as being associated with edges connecting nodes, edge label values for other embodiments may not comprise simply natural numerals, such as, as one example, trees that include negative numerals, such data labels may be converted to an ordered pair of numerals. For example, the first numeral may represent a data type. Examples include a data type such as negative, dollars, etc. As described above, such trees may also be converted to edge labeled trees, for example. However, again, this is provided for purposes of explanation and/or illustration. The claimed subject matter is not limited in scope to employing the approach of the previously referenced provisional patent application.
Thus, according to an embodiment, it may be desirable to transform between a tree and a symbol string for storing in a storage medium and/or processing in a computer platform, for example. If such a tree has a particular view, the symbols of such a string may also be chosen to express information for that view. In one embodiment, symbol strings comprising grouping symbol pairs such as “( )”, “{ }” and “[ ]” may express trees as previously described. In the embodiment of
Particular embodiments distinguish among grouping symbol pair “types” to express corresponding multiple views of trees. In the embodiments of
It will, of course, be understood that, although particular embodiments have just been described, the claimed subject matter is not limited in scope to a particular embodiment or implementation. For example, one embodiment may be in hardware, such as implemented to operate on a device or combination of devices, for example, whereas another embodiment may be in software. Likewise, an embodiment may be implemented in firmware, or as any combination of hardware, software, and/or firmware, for example. Likewise, although the claimed subject matter is not limited in scope in this respect, one embodiment may comprise one or more articles, such as a storage medium or storage media. This storage media, such as, one or more CD-ROMs and/or disks, for example, may have stored thereon instructions, that when executed by a system, such as a computer system, computing platform, or other system, for example, may result in an embodiment of a method in accordance with the claimed subject matter being executed, such as one of the embodiments previously described, for example. As one potential example, a computing platform may include one or more processing units or processors, one or more input/output devices, such as a display, a keyboard and/or a mouse, and/or one or more memories, such as static random access memory, dynamic random access memory, flash memory, and/or a hard drive. For example, a display may be employed to display one or more queries, such as those that may be interrelated, and or one or more tree expressions, although, again, the claimed subject matter is not limited in scope to this example.
In the preceding description, various aspects of the claimed subject matter have been described. For purposes of explanation, specific numbers, systems and/or configurations were set forth to provide a thorough understanding of the claimed subject matter. However, it should be apparent to one skilled in the art having the benefit of this disclosure that the claimed subject matter may be practiced without the specific details. In other instances, well-known features were omitted and/or simplified so as not to obscure the claimed subject matter. While certain features have been illustrated and/or described herein, many modifications, substitutions, changes and/or equivalents will now occur to those skilled in the art. It is, therefore, to be understood that the appended claims are intended to cover all such modifications and/or changes as fall within the true spirit of the claimed subject matter.
This application claims priority to U.S. Provisional Patent Application Ser. No. 60/657,264 filed Feb. 28, 2005, entitled METHOD AND/OR SYSTEM FOR TRANSFORMING BETWEEN TREES AND STRINGS, assigned to the assignee of claimed subject matter.
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