Stone, C., Hart, E., & Paechter, B. (in press). On the Synthesis of Perturbative Heuristics for Multiple Combinatorial Optimisation Domains. In Proceedings of PPSN Conference 2018
Hyper-heuristic frameworks, although intended to be cross-domain at the highest level, rely on a set of domain-specific low-level heuristics at lower levels. For some domains,...
Stone, C., Hart, E., & Paechter, B. (2017). Automatic Generation of Constructive Heuristics for Multiple Types of Combinatorial Optimisation Problems with Grammatical Evolution and Geometric Graphs. In Applications of Evolutionary Computation, 578-593
In many industrial problem domains, when faced with a combinatorial optimisation problem, a “good enough, quick enough” solution to a problem is often required. Simple heurist...