On the Intrinsic Complexity of Learning
โ Scribed by R. Freivalds; E. Kinber; C.H. Smith
- Book ID
- 112252186
- Publisher
- Elsevier Science
- Year
- 1995
- Tongue
- English
- Weight
- 740 KB
- Volume
- 123
- Category
- Article
- ISSN
- 0890-5401
No coin nor oath required. For personal study only.
๐ SIMILAR VOLUMES
Intrinsic complexity is used to measure the complexity of learning areas limited by broken-straight lines (called open semi-hulls) and intersections of such areas. Any strategy learning such geometrical concepts can be viewed as a sequence of primitive basic strategies. Thus, the length of such a se
This paper deals with two problems: (1) what makes languages learnable in the limit by natural strategies of varying hardness, and (2) what makes classes of languages the hardest ones to learn. To quantify hardness of learning, we use intrinsic complexity based on reductions between learning problem
A new investigation of the complexity of language identification is undertaken using the notion of reduction from recursion theory and complexity theory. The approach, referred to as the intrinsic complexity of language identification, employs notions of ``weak'' and ``strong'' reduction between lea