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CSCI 2670 Introduction to Theory of Computing Instructor: Shelby Funk
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Today Syllabus Chapter 0 Homework due Tuesday, August 23 –Read pages Chapter 0 You are responsible for all this material even if I don’t cover it in class –Send me an e-mail telling me your favorite thing about Athens If you’re new to Athens, tell me your favorite thing about your most recent hometown
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Course goals Theoretically explore the capabilities and limitations of computers –Complexity theory What makes some problems computationally hard and others easy? –Computability theory What problems can be solved by a computer? –Automata theory How can we mathematically model computation?
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Sets, multisets and sequences Set –Order and repetition don’t matter {7,4,7,3} = {3,4,7} Multiset –Order doesn’t matter, repetition does {7,4,7,3} = {3,4,7,7} {3,4,7} Sequence –Order and repetition matter (7,4,7,3) (3,4,7,7) Finite sequence of k elements may be called a k-tuple
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Set notation Union: A B Intersection: A B Complement: A Cartesian Product: A B –Also called cross product Power set: P (A)
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Example A = {1,2}, B={2,3}, U = {x N |x < 6} –A B = –A B = –A = –A B = – P (A) = A = {1,2}, B={2,3}, U = {x N |x < 6} –A B = {1,2,3} –A B = {2} –A = {3,4,5} –A B = {(1,2), (1,3), (2,2), (2,3)} – P (A) = {Ø, {1}, {2}, {1,2}}
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Function Mechanism associating each input value with exactly one output value –Domain: set of all possible input values –Range: set containing all possible output values f : D R nf (n) 12341234 24242424 f : {1, 2, 3, 4} {2, 4} f : {1, 2, 3, 4} {1, 2, 3, 4}
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Relation Predicate: function whose output value is always either true or false Relation: predicate whose domain is the set A×A×…×A –If domain is all k-tuples of A, the relation is a k-ary relation on A
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Graphs Nodes
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Graphs Edges
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Graphs Degree = 2 Degree = 1 Degree = 3
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Graphs Binary tree Subgraph
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Directed graphs 1 5 4 3 2 {(2,1),(3,1),(4,3),(5,2)}
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Alphabets and strings Alphabet: any finite set 1 = {1,2,3} 2 = { , , } String: finite sequence of symbols from the given alphabet 1212123 Empty string, ε, contains no symbols of the alphabet Language: a set of strings
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Boolean logic Conjunction ( and ) Disjunction ( or ) Negation ( not ) Exclusive or ( xor ) Equality Implication
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Proof techniques Construction –Prove a “there exists” statement by finding the object that exists Contradiction –Assume the opposite and find a contradiction Induction –Show true for a base case and show that if the property holds for the value k, then it must also hold for the value k + 1
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