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《Artificial Intelligence:A Modern Approach》教学资源(讲义,英文版)chapter08

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logic First-order 8 Chapter 1 8 Chapter

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logic ositional prop of cons and Pros facts to ond rresp co syntax of pieces : e declarativ is logic ositional Prop rmation info rtial/disjunctive/negated pa ws allo logic ositional Prop databases) and structures data most e (unlik : ositional comp is logic ositional Prop 2, 1 P of and 1, 1 B of meaning from derived is 2, 1 P ∧1, 1 B of meaning t enden text-indep con is logic ositional rop p in Meaning context) on ends dep meaning where language, natural e (unlik er wop ressive exp limited very has logic ositional Prop language) natural e (unlik res” squa adjacent in reezes b cause “pits y sa cannot E.g., re squa each r fo sentence one writing yb except 3 8 Chapter

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logic First-order , facts contains rld ow assumes logic ositional rop p Whereas contains rld ow the assumes language) natural e (lik logic rder first-o rs, colo McDonald, Ronald ries, theo ers, numb houses, eople, p : Objects • . . . centuries rs, a w games, baseball ,. . . ried multisto rime, p ogus, b round, red, : Relations • wns, o after, ccurred o r, colo has of, rt pa inside, than, bigger of, rother b . . . een, wet b comes of end than, re mo one of, inning third friend, est b of, father : unctions F • . . . 4 8 Chapter

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general in Logics Epistemological Ontological Language Commitment Commitment wn true/false/unkno facts logic ositional Prop wn true/false/unkno relations objects, facts, logic rder First-o wn true/false/unkno times relations, objects, facts, logic ral o emp T elief b of degree facts ry theo y Probabilit value interval wn kno truth of degree + facts logic uzzy F 5 8 Chapter

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ts elemen Basic OL: F of tax Syn . . . , BCU, 2 ohn, J ing K Constants . . . >, , other r B Predicates . . . , f O tLeg Lef t, rq S unctions F . . . b, a, , y x, riables aV ⇔ ⇒ ¬ ∨ ∧ Connectives = y Equalit ∃ ∀ Quantifiers 6 8 Chapter

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tences sen tomic A )n m ter , . . . ,1 m ter ( edicate pr = sentence tomic A 2 m ter =1 m ter r o )n m ter , . . . , 1 m ter ( unction f = erm T e iabl ar v r o constant r o )t heLionhear dT ichar R ohn, J ing K( other r B E.g., ))) ohn J ing K( f O tLeg Lef ( th Leng , )) d ichar R( f O tLeg Lef ( th Leng ( > 7 8 Chapter

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tences sen Complex connectives using sentences atomic from made re a sentences Complex 2 S ⇔1 S , 2 S ⇒1 S , 2 S ∨1 S , 2 S ∧1 S , S¬ ) ohn J ing Kd, ichar R( ing ibl S ⇒) d ichar R ohn, J ing K( ing ibl S E.g. 2) , (1 ≤∨ 2) , (1 > 2) , (1 >¬ ∧ 2) , (1 > 8 8 Chapter

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logic first-order in ruth T retation interp an and del mo a to ect resp with true re a Sentences them among relations and ) elements domain ( objects 1 ≥ contains del Mo r fo referents ecifies sp retation Interp objects → ols symb constant relations → ols symb redicate p relations functional → ols symb function true is )n m ter , . . . ,1 m ter ( edicate pr sentence atomic An n m ter , . . . , 1 m ter yb to referred objects the iff edicate pr yb to referred relation the in re a 9 8 Chapter

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Example OL: F for dels Mo J $ R left leg left leg on head brother brother person person king crown 10 8 Chapter

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