Index Catalog // ScholarsArchive@OSU

Machine learning in engineering : techniques to speed up numerical optimization

Creator:: Cerbone, G. (Giuseppe)
Abstract:: Many important application problems in engineering can be formalized as nonlinear optimization tasks. However, numerical methods for solving such problems are brittle and do not scale well. For example, these methods depend critically on choosing a good starting point from which to perform the optimization search. In high-dimensional spaces, numerical...
Resource Type:: Dissertation
Full Text:: numerical optimization AN ABSTRACT OF THE THESIS OF Giuseppe Cerbone for the degree of Doctor of

Learning optimal search control for engineering optimization

Creator:: Cerbone, Giuseppe and Dietterich, Thomas G.
Abstract:: This paper applies learning techniques to make engineering optimization more efficient and reliable. When the function to be optimized is highly non-linear, the search space generally forms several disjoint convex regions . Unless gradient-descent search is begun in the right region, the solution found will be suboptimal. This paper formalizes...
Resource Type:: Technical Report
Full Text:: Engineering Optimization Giuseppe Cerbone Thomas G. Dietterich Oregon State University Computer Science

Inductive and numerical methods in knowledge compilation

Creator:: Cerbone, Giuseppe and Dietterich, Thomas G.
Abstract:: Many important application problems can be formalized as constrained non-linear optimization tasks. However, numerical methods for solving such problems are brittle and do not scale well. Furthermore, they do not provide much insight into the structure of the problem space. This paper describes a method for discovering efficient rules that...
Resource Type:: Technical Report
Full Text:: Methods in Knowledge Comp\lation Giuseppe Cerbone Thomas G. Dietterich Computer Science Department

Concept coverage and its application to two learning tasks

Creator:: Almuallim, Hussein Saleh
Abstract:: The coverage of a learning algorithm is the number of concepts that can be learned by that algorithm from samples of a given size for given accuracy and confidence parameters. This thesis begins by asking whether good learning algorithms can be designed by maximizing their coverage. There are three questions...
Resource Type:: Dissertation
Full Text:: this thesis, and to other students of Prof. Dietterich: Giuseppe Cerbone, Dietrich Wettschereck, Vijay

Correct abstraction in counter-planning : a knowledge compilation approach

Creator:: Flann, Nicholas S.
Abstract:: Knowledge compilation improves search-intensive problem-solvers that are easily specified but inefficient. One promising approach improves efficiency by constructing a database of problem-instance/best-action pairs that replace problem-solving search with efficient lookup. The database is constructed by reverse enumeration- expanding the complete search space backwards, from the terminal problem instances. This approach...
Resource Type:: Dissertation
Full Text:: friendship: Ritchie Ruff, Cerbone Giuseppe, Hussein Almuallim, Tony Fountain and Caroline Koff. I thank my

OSU theses and dissertations : 1983-1992

Creator:: Glenn, Judith A.
Abstract:: Departmental and author index of Masters' theses and doctoral dissertations accepted by the Graduate School.
Resource Type:: Book
Full Text:: corn and potatoes. 48 Murillo-Martinez, Carlos G. An analysis of Costa Rican export earnings under the

Nature of the inheritance of gluten strength and carotenoid pigment content in winter by spring and durum wheat crosses (Triticum turgidum L. Var. durum)

Creator:: Ammar, Karim
Abstract:: Durum wheat cultivars for North-Eastern Oregon have to be competitive in terms of their yield potential with soft white winter wheat cultivars and meet strict quality requirements of the milling industry. Combining the high yield potential of fall planted durum wheat cultivars which have an acceptable level of winter hardiness...
Resource Type:: Masters Thesis

Probabilistic computation in stochastic pulse neuromime networks

Creator:: Hangartner, Ricky Dale
Resource Type:: Dissertation
Full Text:: Generator (CP G) 134 6.4 A Class of Oscillatory Artificial Networks 148 6.4.1 A Uniform Four-Unit

Similarity inheritance : a model of inheritance for declarative visual programming languages

Creator:: Djang, Rebecca W. (Rebecca Walpole)
Abstract:: Declarative visual programming languages (VPLs), including spreadsheets, make up a large portion of both research and commercial VPLs. Spreadsheets in particular enjoy a wide audience, including end users. Unfortunately, spreadsheets and most other declarative VPLs still suffer from some of the problems that have been solved in other languages, such...
Resource Type:: Dissertation
Full Text:: ) (Y(10(0W. -) (a -.a) -))4) (((a a), (a -)a) 13)-0) -,y) -> -) (8. 8.) -. (g. -+ .+) .8) 7+ 0

Genetic potential to enhance French bread by introgessing superior pan bread quality in selected wheat cultivars (Triticum aestivum L.)

Creator:: Jobet Fornazzari, Claudio Roberto
Resource Type:: Dissertation
Full Text:: , Zeleny and SDS-sedimentation tests, micro-baking test, NIR spectroscopy, etc.), required a 50-100 g

ScholarsArchive@OSU

Machine learning in engineering : techniques to speed up numerical optimization

Learning optimal search control for engineering optimization

Inductive and numerical methods in knowledge compilation

Concept coverage and its application to two learning tasks

Correct abstraction in counter-planning : a knowledge compilation approach

OSU theses and dissertations : 1983-1992

Nature of the inheritance of gluten strength and carotenoid pigment content in winter by spring and durum wheat crosses (Triticum turgidum L. Var. durum)

Probabilistic computation in stochastic pulse neuromime networks

Similarity inheritance : a model of inheritance for declarative visual programming languages

Genetic potential to enhance French bread by introgessing superior pan bread quality in selected wheat cultivars (Triticum aestivum L.)

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