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20122018
most citedOn Unified Modeling, Canonical Duality-Triality Theory, Challenges and Breakthrough in Optimization

8 citations · 9 across the 8 of their papers we have counts for

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math.OC2018

Canonical Duality Theory and Algorithm for Solving Bilevel Knapsack Problems with Applications

David Yang Gao

A novel canonical duality theory (CDT) is presented for solving general bilevel mixed integer nonlinear optimization governed by linear and quadratic knapsack problems. It shows th…

math.OC2018

A Novel Canonical Duality Theory for Solving 3-D Topology Optimization Problems

David Yang Gao, Elaf Jaafar Ali

This paper demonstrates a mathematically correct and computationally powerful method for solving 3D topology optimization problems. This method is based on canonical duality theory…

math.OC20181 cited

On Modelling and Complete Solutions to General Fixpoint Problems in Multi-Scale Systems with Applications

Ning Ruan, David Yang Gao

This paper revisits the well-studied fixed point problem from a unified viewpoint of mathematical modeling and canonical duality theory, i.e. the original problem is first reformul…

math.OC2016

On modeling and global solutions for d.c. optimization problems by canonical duality theory

Zhong Jin, David Y Gao

This paper presents a canonical d.c. (difference of canonical and convex functions) programming problem, which can be used to model general global optimization problems in complex…

math.OC20168 cited

On Unified Modeling, Canonical Duality-Triality Theory, Challenges and Breakthrough in Optimization

David Yang Gao

A unified model is addressed for general optimization problems in multi-scale complex systems. Based on necessary conditions and basic principles in physics, the canonical duality-…

math.OC2012

Complete solutions to nonconvex fractional programming problems

David Yang Gao, Ning Ruan

This paper presents a canonical dual approach to the problem of minimizing the sum of a quadratic function and the ratio of nonconvex function and quadratic functions, which is a t…