Complete solutions to a Class of 8th Order Polynomial Optimization Problems
Timothy K. Gao

TL;DR
This paper introduces a novel approach using canonical dual transformation to solve a specific class of 8th order polynomial optimization problems, providing a systematic way to find all extrema and solve related algebraic equations.
Contribution
It develops a new method based on sequential canonical dual transformation for solving 8th order polynomial optimization problems and related algebraic equations.
Findings
All extrema can be obtained using the proposed method
Optimality conditions identify global and local extrema
Applications demonstrated through examples
Abstract
This paper presents a new class of 8th order canonical polynomials in n-dimensional real space. Based on the sequential canonical dual transformation, all extrema are obtained. The method can be used to solve the associated 7th order nonlinear algebraic equations. Optimality conditions are provided to find both global minimizers and local extrema. Applications are illustrated by examples.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsFractional Differential Equations Solutions · Matrix Theory and Algorithms · Advanced Optimization Algorithms Research
