Evolutionary Computation in Combinatorial Optimization

On Monte Carlo Tree Search for Weighted Vertex Coloring.- A RNN-based Hyper-heuristic for combinatorial problems.- Algorithm Selection for the Team Orienteering Problem.- Performance evaluation of a parallel ant colony optimization for the real-time train routing selection problem in large instances.- Deep Infeasibility Exploration Method for Vehicle Routing Problems.- Evolutionary Algorithms for the Constrained Two-Level Role Mining Problem.- Simplifying Dispatching Rules in Genetic Programming for Dynamic Job Shop Scheduling.- Novelty-Driven Binary Particle Swarm Optimisation for Truss Optimisation Problems.- A Beam Search for the Shortest Common Supersequence Problem Guided by an Approximate Expected Length Calculation.- Modeling the Costas Array Problem in QUBO for Quantum Annealing.- Penalty Weights in QUBO formulations: Permutation Problems.- PUBOi: a tunable benchmark with variable importance.- Stagnation Detection meets Fast Mutation.

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• Matemática para cientistas da computação
• Teoria matemática da computação
• Algoritmos e estruturas de dados
• Teoria da informação
• Inteligência artificial
• Hardware do computador

ant colony optimization;artificial intelligence;automatic algorithms configuration;beam search;combinatorial mathematics;combinatorial optimization;evolutionary algorithms;genetic algorithms;graph theory;multi-objective optimization;optimization;quantum computing