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November 1, 2004 Introduction to Computer Security ©2004 Matt Bishop Slide #27-1 Chapter 27: Lattices Overview Definitions Lattices Examples November 1, 2004 Introduction to Computer Security ©2004 Matt Bishop Slide #27-2 Overview Lattices used to analyze Bell-LaPadula, Biba constructions Consists of a set and a relation Relation must partially order set Partial ordering < orders some, but not all, elements of set November 1, 2004 Introduction to Computer Security ©2004 Matt Bishop Slide #27-3 Sets and Relations S set, R: S S relation If a, b S, and (a, b) R, write aRb Example I = { 1, 2, 3}; R is ≤ R = { (1, 1), (1, 2), (1, 3), (2, 2), (2, 3), (3, 3) } So we write 1 ≤ 2 and 3 ≤ 3 but not 3 ≤ 2 November 1, 2004 Introduction to Computer Security ©2004 Matt Bishop Slide #27-4 Relation Properties Reflexive For all a S, aRa On I, ≤ is reflexive as 1 ≤ 1, 2 ≤ 2, 3 ≤ 3 Antisymmetric For all a, b S, aRb bRa a = b On I, ≤ is antisymmetric Transitive For all a, b, c S, aRb bRc aRc On I, ≤ is transitive as 1 ≤ 2 and 2 ≤ 3 means 1 ≤ 3 November 1, 2004 Introduction to Computer Security ©2004 Matt Bishop Slide #27-5 Bigger Example C set of complex numbers a C a = aR + aIi, aR, aIintegers a ≤C b if, and only if, aR ≤ bR and aI ≤ bI a ≤C b is reflexive, antisymmetric, transitive As ≤ is over integers, and aR , aI are integers November 1, 2004 Introduction to Computer Security ©2004 Matt Bishop Slide #27-6 Partial Ordering Relation R orders some members of set S If all ordered, it’s total ordering Example ≤ on integers is total ordering ≤C is partial ordering on C (because neither 3+5i ≤C 4+2i nor 4+2i ≤C 3+5i holds) November 1, 2004 Introduction to Computer Security ©2004 Matt Bishop Slide #27-7 Upper Bounds For a, b S, if u in S with aRu, bRu exists, then u is upper bound Least upper if there is no t S such that aRt, bRt, and tRu Example For 1 + 5i, 2 + 4i C, upper bounds include 2 + 5i, 3 + 8i, and 9 + 100i Least upper bound of those is 2 + 5i November 1, 2004 Introduction to Computer Security ©2004 Matt Bishop Slide #27-8 Lower Bounds For a, b S, if l in S with lRa, lRb exists, then l is lower bound Greatest lower if there is no t S such that tRa, tRb, and lRt Example For 1 + 5i, 2 + 4i C, lower bounds include 0, -1 + 2i, 1 + 1i, and 1+4i Greatest lower bound of those is 1 + 4i November 1, 2004 Introduction to Computer Security ©2004 Matt Bishop Slide #27-9 Lattices Set S, relation R R is reflexive, antisymmetric, transitive on elements of S For every s, t S, there exists a greatest lower bound under R For every s, t S, there exists a least upper bound under R November 1, 2004 Introduction to Computer Security ©2004 Matt Bishop Slide #27-10 Example S = { 0, 1, 2 }; R = ≤ is a lattice R is clearly reflexive, antisymmetric
ریاضیات در بسیاری از زمینهها مثل علوم طبیعی، مهندسی، پزشکی، اقتصاد و علوم اجتماعی یک علم ضروری است. با گذشت زمان، شاخههای کاملاً جدیدی در ریاضیات بهوجود آمدهاند؛ مثل نظریه بازیها. ریاضیدانان در ریاضیات محض (مطالعه ریاضی با هدف کشف هرچه بیشتر رازهای خود آن) بدون اینکه ... ...