19 citations · 29 across the 6 of their papers we have counts for
13 papers
Between steps: Intermediate relaxations between big-M and convex hull formulations
Jan Kronqvist, Ruth Misener, Calvin Tsay
This work develops a class of relaxations in between the big-M and convex hull formulations of disjunctions, drawing advantages from both. The proposed "P-split" formulations split…
Design of Experiments for Verifying Biomolecular Networks
Ruby Sedgwick, John Goertz, Molly Stevens +2
There is a growing trend in molecular and synthetic biology of using mechanistic (non machine learning) models to design biomolecular networks. Once designed, these networks need t…
A robust approach to warped Gaussian process-constrained optimization
Johannes Wiebe, Inês Cecílio, Jonathan Dunlop +1
Optimization problems with uncertain black-box constraints, modeled by warped Gaussian processes, have recently been considered in the Bayesian optimization setting. This work intr…
Approximate and Robust Bounded Job Start Scheduling for Royal Mail Delivery Offices
Dimitrios Letsios, Jeremy T. Bradley, Suraj G +2
Motivated by mail delivery scheduling problems arising in Royal Mail, we study a generalization of the fundamental makespan scheduling P||Cmax problem which we call the bounded job…
Approximation Algorithms for Process Systems Engineering
Dimitrios Letsios, Radu Baltean-Lugojan, Francesco Ceccon +3
Designing and analyzing algorithms with provable performance guarantees enables efficient optimization problem solving in different application domains, e.g.\ communication network…
Robust optimization for the pooling problem
Johannes Wiebe, Inês Cecílio, Ruth Misener
The pooling problem has applications, e.g., in petrochemical refining, water networks, and supply chains and is widely studied in global optimization. To date, it has largely been…