A Genetic algorithm Methology for Complex Scheduling Problems |
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alpha level applied to scheduling auto automaker data average based on fitness Bernoulli crossover chromosome space complex scheduling problems Conference on Genetic crossover operation DISP dispatching rules EDD and MDD elitist reproduction found solutions Genetic Algorithms identical machines immigration integer programming International Conference job sequence Job Shop Scheduling job to machine Journal on Computing list processing rules machine assignments machine downtime maps Matchup Scheduling MDD based heuristics methods minimize total tardiness MUSA mutation n/m/J/Cmax problem NP hard offspring Operations Research optimal schedule optimal solution ORSA Journal paired t-test performance precedence constraints problem complexities problem to minimize problems contain pseudocode random key value random keys encoding random number seed random search random seed RKGA robust nature schedule assignment space Scheduling Algorithm second data set sequence dependent setups set stop seven problems Simulated Annealing single machine problem Tabu Search Theorem tool constraints Traveling Salesman Problem twelve problems uniform 0,1 w₁