Tractability and learnability arising from algebras with few subpowers

P. Idziak, P. Marković, R. McKenzie, M. Valeriote, R. Willard
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引用次数: 177

Abstract

A k-edge operation phi on a finite set A is a k + 1-ary operation that satisfies the identities phi (x,x,y,...,y) ap phi(x,y,x,y,...,y) ap y, phi(y,y,y,x,y,...,y) ap phi(y,y,y,y,x,y,...,y) ap ... ap ... phi(y,y,y,...,y,x) ap y. We prove that any constraint language .. that, for some k > 1, has a k-edge operation as a polymorphism is globally tractable. We also show that the set of relations definable over Gamma using quantified generalized formulas is polynomially exactly learnable using improper equivalence queries. Special instances of k-edge operations are Mal'cev and near-unanimity operations and so this class of constraint languages includes many well known examples.
少次幂代数的可跟踪性和可学习性
在有限集合A上的k边运算是一个k + 1元的运算它满足恒等式(x,x,y,…,y) ap (x,y,x,y,…,y) ap y, ap (y,y,y,x,y,…,y) ap (y,y,y,y,x,y,…,y) ap…美联社……(y,y,y,…,y,x) ap y。我们证明了任何约束语言。对于某个k bbb1,有k条边操作,因为多态性是全局可处理的。我们还证明了用量化广义公式在Gamma上可定义的关系集是可以用不适当等价查询多项式地精确学习的。k边运算的特殊实例是Mal'cev和近一致运算,因此这类约束语言包含许多众所周知的例子。
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