1 citations · 1 across the 3 of their papers we have counts for
3 papers
physics.soc-ph2024
Feature-Based Network Construction: From Sampling to What-if Analysis
Christian Franssen, Joost Berkhout, Bernd Heidergott
Networks are characterized by structural features, such as degree distribution, triangular closures, and assortativity. This paper addresses the problem of reconstructing instances…
math.OC2024★ 1 cited
A Pseudo-Gradient Approach for Model-free Markov Chain Optimization
Nanne A. Dieleman, Joost Berkhout, Bernd Heidergott
We develop a first-order (pseudo-)gradient approach for optimizing functions over the stationary distribution of discrete-time Markov chains (DTMC). We give insights into why solvi…
math.OC2024
A new Simheuristics procedure for stochastic combinatorial optimization
Joost Berkhout
Ignoring uncertainty in combinatorial optimization leads to suboptimal decisions in practice. Nevertheless, the focus is often on deterministic combinatorial optimization problems,…