Evolutionary Computation in Combinatorial Optimization

A Hybrid Constructive Mat-Heuristic Algorithmfor The Heterogeneous Vehicle Routing Problem with Simultaneous Pick-up andDelivery.- A Property Preserving Method for Extending a Single-Objective ProblemInstance to Multiple Objectives with Specific Correlations.- An EvolutionaryApproach to the Full Optimization of the Traveling Thief Problem.- Construct,Merge, Solve & Adapt: Application to the Repetition-Free Longest CommonSubsequence Problem.- Deconstructing the Big Valley Search Space Hypothesis.- Determiningthe Difficulty of Landscapes by PageRank Centrality in Local Optima Networks.- EfficientHill Climber for Multi-Objective Pseudo-Boolean Optimization.- EvaluatingHyperheuristics and Local Search Operators for Periodic Routing Problems.- EvolutionaryAlgorithms for Finding Short Addition Chains: Going the Distance.- ExperimentalEvaluation of Two Approaches to Optimal Recombination for PermutationProblems.- Hyperplane Elimination for Quickly Enumerating Local Optima.- Limitsto Learning in Reinforcement Learning Hyperheuristics.- Modifying Colouringsbetween Time-Steps to Tackle Changes in Dynamic Random Graphs.- Particle SwarmOptimisation with Sequence-Like Indirect Representation for Web ServiceComposition.- Particle Swarm Optimization for Multi-Objective Web ServiceLocation Allocation.- Sim-EDA: A Multipopulation Estimation of Distribution AlgorithmBased on Problem Similarity.- Solving the Quadratic Assignment Problem withCooperative Parallel Extremal Optimization.