A Nearly-Quadratic Gap Between Adaptive and Non-Adaptive Property Testers
نویسنده
چکیده
We show that for all integers t ≥ 8 and arbitrarily small > 0, there exists a graph property Π (which depends on ) such that -testing Π has non-adaptive query complexity Q = Θ̃(q2−2/t), where q = Θ̃( −1) is the adaptive query complexity. This resolves the question of how beneficial adaptivity is, in the context of proximity-dependent properties ([9]). This also gives evidence that the canonical transformation of Goldreich and Trevisan ([8]) is essentially optimal when converting an adaptive property tester to a non-adaptive property tester. To do so, we provide optimal adaptive and non-adaptive testers for the combined property of having maximum degree O( N) and being a blowup collection of an arbitrary base graph H.
منابع مشابه
On the Benfits of Adaptivity in Property Testing of Dense Graphs
We consider the question of whether adaptivity can improve the complexity of property testing algorithms in the dense graphs model. Goldreich and Trevisan (Random Structures and Algorithms, 2003) have shown that there can be at most a quadratic gap between adaptive and non-adaptive testers in this model, but it was not known whether any gap indeed exists. In this work we reveal such a gap. Spec...
متن کاملA Nearly-Quadratic Gap between Adaptive and Non-adaptive Property Testers - (Extended Abstract)
We show that for all integers t ≥ 8 and arbitrarily small > 0, there exists a graph property Π (which depends on ) such that -testing Π has non-adaptive query complexity Q = Θ̃(q2−2/t), where q = Õ( −1) is the adaptive query complexity. This resolves the question of how bene cial adaptivity is, in the context of proximity-dependent properties ([GR07]). This also gives evidence that the canonical...
متن کاملAlgorithmic Aspects of Property Testing in the Dense Graphs Model
In this paper we consider two basic questions regarding the query complexity of testing graph properties in the adjacency matrix model. The first question refers to the relation between adaptive and non-adaptive testers, whereas the second question refers to testability within complexity that is inversely proportional to the proximity parameter, denoted ǫ. The study of these questions reveals t...
متن کاملThe Time Adaptive Self Organizing Map for Distribution Estimation
The feature map represented by the set of weight vectors of the basic SOM (Self-Organizing Map) provides a good approximation to the input space from which the sample vectors come. But the timedecreasing learning rate and neighborhood function of the basic SOM algorithm reduce its capability to adapt weights for a varied environment. In dealing with non-stationary input distributions and changi...
متن کاملInteraction of conscious and unconscious mechanisms in coping with chronic pain
Abstract Background and Aim: Patients use various consciousness and unconsciousness mechanisms to deal with pain. the relationship between mature, immature and neurotic defense mechanism with adaptive and non-adaptive emotion regulation strategies was investigated. Materials and Methods: In this correlative study, 200 patients with chronic pain participants in this study from Akhtar and Labaf...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2011