Time Structures: Formal Description and Algorithmic RepresentationSpringer Science & Business Media, 20.03.1996 - 244 Seiten The notion of time plays an important role in modern science. In computer science and artificial intelligence, the parameter of time is of particular importance, e.g. for planning robot activity, natural language processing, and time-varying scene analysis. This work investigates the relationship between classic, first-order theories of point- and interval-based time structures, modal logics of corresponding structures, and their algorithmic representations. To make this relationship complete, a formalisation of Allen's famous algorithm, applicable to various structures of time, is presented along with its translation to modal logics. All in all, the book is a competent and comprehensive analysis of logical descriptions and algorithmic representations of time structures. |
Inhalt
Introduction | 1 |
11 Basic time notions | 3 |
112 Events | 4 |
113 Actions | 5 |
114 Processes | 6 |
12 Time notions in artificial intelligence | 8 |
122 Natural language processing | 11 |
123 Timevarying scene analysis | 15 |
433 Relativistic point time | 118 |
434 Metric point time | 119 |
435 Linear interval time | 127 |
436 Nonlinear interval time | 129 |
437 Linear intervalpoint time | 136 |
44 Extensions and modifications of Allens constraint propagation algorithm | 139 |
442 Metric information for intervalpoint time | 141 |
443 Representing the present in the constraint propagation algorithm | 142 |
124 Temporal databases | 17 |
125 Program specification and verification | 19 |
Description of time structures in the first order predicate calculus | 21 |
21 Point structures | 22 |
211 Nonlinear point time structures | 23 |
212 Metric point time structures | 26 |
213 Cyclic time structures | 29 |
214 Defining intervals in point structures | 30 |
22 Interval structures | 32 |
222 Allen Hayess axiomatization | 34 |
223 Tsangs axiomatization | 38 |
224 Comparison of axiomatizations of interval structures | 40 |
225 Nonlinear interval time structures | 45 |
226 Defining points in interval structures | 59 |
Modal temporal logics and description of time structures | 61 |
31 Point time | 62 |
312 Additional operators for structure specification | 65 |
313 Operators Since and Until | 68 |
314 Metric tense logic | 71 |
32 Interval time | 75 |
322 Halpern Shohams modal logic of time intervals | 79 |
323 Comparison of extended tense logic and Halpern Shohams logic | 89 |
324 Nonlinear time in extended tense logic | 101 |
Temporal reasoning algorithms | 107 |
42 Allens constraint propagation algorithm for relations between intervals | 109 |
43 Application of the constraint propagation algorithm to different sets of relations | 113 |
432 Nonlinear point time | 114 |
444 Absolute duration of events | 144 |
445 Relative duration of events | 145 |
446 Interval relation network with distinguished transition chains | 148 |
447 A more precise constraint propagation algorithm | 151 |
45 Constraint propagation for a distinguished interval | 155 |
46 Consistent Labeling Problem for interval relations | 156 |
47 Efficient algorithms for representation of relations between points | 158 |
48 Representation of collections of intervals | 163 |
Formalization of the constraint propagation algorithm | 167 |
52 The basis of direct formalization of constraint propagation algorithm | 168 |
53 Point calculus for linear time | 173 |
54 Dates in the point calculus | 179 |
55 Point calculus for nonlinear time | 180 |
56 Calculus of distances between points | 182 |
57 Interval calculus for linear time | 187 |
58 Interval calculus for nonlinear time | 190 |
59 Calculus of points and intervals | 193 |
510 A sketch of formalization of a more precise constraint propagation algorithm | 195 |
Translations of Allens calculi into modal temporal logic | 199 |
61 Translation of the point calculus for linear time into instant tense logic | 200 |
62 Translation of the point calculus for nonlinear time into instant tense logic | 208 |
63 Translation of the calculus of distances between points into metric tense logic | 210 |
64 Translation of the interval calculus for linear time into extended tense logic | 217 |
65 Translation of the interval calculus for linear time into Halpern Shohams logic | 225 |
Bibliography | 233 |
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Häufige Begriffe und Wortgruppen
Allen & Hayes's Artificial Intelligence axiom axiomatization Benthem branch COMP COMPP Computer Conference on Artificial considered constraint propagation algorithm countable set dates defined definition equals exists t₁ extended tense logic fact formalization formula ƒ Hajnicz Halpern & Shoham's Hayes's theory hence holds inference rules INFO International Joint Conference interval calculus interval structures inverse k₁ linear order means metric modal logics modal temporal logics Morgan Kaufmann Publishers non-linear occur operators order predicate calculus partial order point calculus point structure point time structure precedence relation predicate calculus presented in fig presented in section primitive relations Proceedings proof propositional variables r₁ reasoning is analogous relation composition relations between intervals relations between points representation represented rules of inference semantics sequence set of primitive set of relations Shoham's logic subintervals t₁ t₂ temporal databases theorem theory Th translation Tsang's well-formed formulas
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