Poblano v 1.0

Software · Fri Dec 11 00:00:00 EST 2009

OSTI ID:1231254

Dunlavy, Daniel; Kolda, Tamara; & Acar Ataman, Evrim

Poblano is a Matlab toolbox of large-scale algorithms for nonlinear optimization. The algorithms in Poblano require only first-order derivative information (e.g., gradients for scalar-valued objective functions), and therefore can scale to very large problems [6].Poblano is a set of general purpose methods for solving unconstrained nonlinear optimization methods. It has been applied to standard test problems covering a range of application areas. The driving application for Poblano development has been tensor decompositions in data analysis applications (bibliometric analysis, social network analysis, chemometrics, etc.) [1].

• Short Name / Acronym: POBLANO V1.0; 002452MLTPL00
• Version: 00
• Programming Language(s): Medium: X; OS: N/A
• Research Organization: Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA (United States)
• Sponsoring Organization: USDOE
• DOE Contract Number: DE-AC04-94AL85000
• OSTI ID: 1231254
• Country of Origin: United States