Recently several new heuristic search techniques have been used in mac
hine scheduling. In this paper we make some methodological and computa
tional comparisons between such techniques as bottleneck-based algorit
hms (Shifting Bottleneck), deterministic neighborhood search procedure
s (Tabu Search), random oriented local search techniques (Simulated An
nealing and Genetic Algorithms) and Lagrangian relaxation approaches.