most citedGeneralization of Machine Learning for Problem Reduction: A Case Study on Travelling Salesman Problems

39 citations · 43 across the 3 of their papers we have counts for

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math.OC2021★ 2 cited

Generating Large-scale Dynamic Optimization Problem Instances Using the Generalized Moving Peaks Benchmark

Mohammad Nabi Omidvar, Danial Yazdani, Juergen Branke +3

This document describes the generalized moving peaks benchmark (GMPB) and how it can be used to generate problem instances for continuous large-scale dynamic optimization problems.…

math.OC2020

Instance Space Analysis for the Car Sequencing Problem

Yuan Sun, Samuel Esler, Dhananjay Thiruvady +3

We investigate an important research question for solving the car sequencing problem, that is, which characteristics make an instance hard to solve? To do so, we carry out an insta…