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Titlebook: Evolutionary Computation and Complex Networks; Jing Liu,Hussein A. Abbass,Kay Chen Tan Book 2019 Springer Nature Switzerland AG 2019 Algor

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發(fā)表于 2025-3-25 04:17:42 | 只看該作者
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Network-Based Problem Difficulty Prediction Measures for EAs. In this chapter, existing predictive problem difficulty measures are introduced; first, nonnetwork-based measures are introduced briefly, and then the network-based measures are introduced in detail, with thorough experiments to illustrate their performance.
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Other Optimization Problems in?Complex Networks other optimization problems in the field of complex networks, such as network reconstruction and promoting the cooperation levels of evolutionary games on networks. In this chapter, we briefly introduce the above two optimization problems from the field of complex networks.
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Evolutionary ComputationEvolutionary algorithms (EAs) are optimization heuristics designed to solve optimization problems. This chapter introduces classical EAs and other advanced methods including differential evolution, memetic algorithms, particle swarm optimization, and multi-objective EAs.
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發(fā)表于 2025-3-26 10:32:57 | 只看該作者
Complex Networks specific, have been extensively used for understanding complex systems. In this chapter, we offer a gentle introduction to complex networks, a discussion of their properties and metrics to measure these properties, and algorithms for network generation that could be used to generate synthetic netwo
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