SPOT (Systems Polynomial Optimization Tools) is a MATLAB toolbox written as an alternative implementation of SOSTools to be used in implementing a class of nonlinear system identification algorithms. It was tested with MATLAB 7.8.0 (R2009a). SPOT provides its own matrix multivariable polynomial variable class msspoly for handling elementary polynomial operations, a special class mssprog for defining convex optimization problems (to be solved by SeDuMi) in terms of polynomial identities and self-dual cones, and a set of functions for identification of linear and nonlinear dynamical systems.
Keywords for this software
References in zbMATH (referenced in 4 articles )
Showing results 1 to 4 of 4.
- Ahmadi, Amir Ali; Majumdar, Anirudha: DSOS and SDSOS optimization: more tractable alternatives to sum of squares and semidefinite optimization (2019)
- Chuong, T. D.; Jeyakumar, V.; Li, G.: A new bounded degree hierarchy with SOCP relaxations for global polynomial optimization and conic convex semi-algebraic programs (2019)
- Papp, Dávid; Yildiz, Sercan: Sum-of-squares optimization without semidefinite programming (2019)
- Amir Ali Ahmadi, Anirudha Majumdar: DSOS and SDSOS Optimization: More Tractable Alternatives to Sum of Squares and Semidefinite Optimization (2017) arXiv