Optimisation and Illumination of a Real-world Workforce Scheduling and Routing Application via Map-Elites

29 May 2018Neil UrquhartEmma Hart

Workforce Scheduling and Routing Problems (WSRP) are very common in many practical domains, and usually, have a number of objectives. Illumination algorithms such as Map-Elites (ME) have recently gained traction in application to {\em design} problems, in providing multiple diverse solutions as well as illuminating the solution space in terms of user-defined characteristics, but typically require significant computational effort to produce the solution archive... (read more)

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