Evolutionary Computation in Combinatorial Optimization

A Neural Network Based Guidance for a BRKGA: An Application to the Longest Common Square Subsequence Problem.- Sparse Surrogate Model for Optimization: Example of the Bus Stops Spacing Problem.- Emergence of new local search algorithms with neuro-evolution.- Q-learning Based Framework for Solving the Stochastic E-waste Collection Problem.- A memetic algorithm with adaptive operator selection for graph coloring.- Studies on Multi-objective Role Mining in ERP Systems.- Greedy heuristic guided by lexicographic excellence.- Reduction-Based MAX-3SAT with Low Nonlinearity and Lattices Under Recombination.- Where the Really Hard Quadratic Assignment Problems Are: the QAP-SAT instances.- Hardest Monotone Functions for Evolutionary Algorithms.- A Theoretical Investigation Of Termination Criteria For Evolutionary Algorithms.- Experimental and Theoretical Analysis of Local Search Optimising OBDD Variable Orderings.