3 citations · 6 across the 3 of their papers we have counts for
3 papers · 1 filter
A First-Order Numerical Algorithm without Matrix Operations
Muhammad Adil, Ramtin Madani, Sasan Tavakkol +1
This paper offers a matrix-free first-order numerical method to solve large-scale conic optimization problems. Solving systems of linear equations pose the most computationally cha…
Rapid Convergence of First-Order Numerical Algorithms via Adaptive Conditioning
Muhammad Adil, Sasan Tavakkol, Ramtin Madani
This paper is an attempt to remedy the problem of slow convergence for first-order numerical algorithms by proposing an adaptive conditioning heuristic. First, we propose a paralle…
Convex Relaxation of Bilinear Matrix Inequalities Part II: Applications to Optimal Control Synthesis
Mohsen Kheirandishfard, Fariba Zohrizadeh, Muhammad Adil +1
The first part of this paper proposed a family of penalized convex relaxations for solving optimization problems with bilinear matrix inequality (BMI) constraints. In this part, we…