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Cellular Automata Generalized to an Inferential System:元胞自动机广义推理系统.ppt


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WhyStartwithBooleanAlgebra?
ThefollowingfewslidesonBooleanAlgebraaresolelytosetthestageforanalogousoperationswithclassicallogicfunctions(andcellularautomata).
SomeBasicBooleanQuestions
HowareBooleanfunctionsdefined?
HowaresyntacticallycorrectBooleanformulasproduced?
WhatisagoodcanonicalexpressionforBooleanfunctions?
WhyIsItHelpful?
Usefulforbothlogicfunctionsandcellularautomata
AxiomsofBooleanAlgebrausedinBayes’sTheorem
CanonicalexpressionssubstitutedforcomplicatedlogicandCArules
FormalRules,BooleanAlgebra,andProbabilityTheory
Perfectchoicefordiscussingformalmanipulationrulesofprobabilitytheorywheretheactualnumericalassignmentsarenottheissue.
BooleanAlgebraonafinitecarriersetisa“closed”system,thatis,,neithernumbersnorarithmeticoperationsarerequiredtofindthatanswer.
BooleanAlgebra
Thecarrierset
Binaryoperators
SpecialElements
Functiondefinition:Amappingfromthesetoforderedpairsofthecarriertoanelementinthecarrierset.
Characterizedbythequintuple
BooleanAlgebra
Anexampleofacarriersetwithfourelements
All16orderedpairsfromthecarrierset
AmappingfromanelementofBxBintoanelementofB
ExampleofBooleanFunction
FunctionTable
BooleanFormula
Substitutespecificarguments
Boole’sExpansionTheorem
(DNF).
DisjunctiveNormalForm
Forexample,hereistheexpansionofanyBooleanfunctionf(x,y)withn=2arguments.
Thesearecalledthediscriminants.

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  • 时间2022-11-26