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AE
2015
Springer
4 years 12 months ago
Towards Human-Competitive Game Playing for Complex Board Games with Genetic Programming
Recent works have shown that Genetic Programming (GP) can be quite successful at evolving human-competitive strategies for games ranging from classic board games, such as chess, to...
Denis Robilliard, Cyril Fonlupt
AE
2015
Springer
4 years 12 months ago
A Distributed Hybrid Algorithm for the Graph Coloring Problem
Abstract. We propose a multi-agent based Distributed Hybrid algorithm for the Graph Coloring Problem (DH-GCP). DH-GCP applies a tabu search procedure with two different neighborho...
Ines Sghir, Jin-Kao Hao, Inès Ben Jaâ...
AE
2015
Springer
4 years 12 months ago
The Multi-Funnel Structure of TSP Fitness Landscapes: A Visual Exploration
Abstract. We use the Local Optima Network model to study the structure of symmetric TSP fitness landscapes. The ‘big-valley’ hypothesis holds that for TSP and other combinator...
Gabriela Ochoa, Nadarajen Veerapen, Darrell Whitle...
AE
2015
Springer
4 years 12 months ago
Combining Mutation and Recombination to Improve a Distributed Model of Adaptive Operator Selection
Abstract. We present evidence indicating that adding a crossover island greatly improves the performance of a Dynamic Island Model for Adaptive Operator Selection. Two combinatoria...
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Adrie...
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