Meyer-Nieberg S., Leopold N., Uhlig T. Natural Computing for Simulation-based Optimization and beyond

New York: Springer, 2020. — 64 p.Natural Computing & Simulation
Simulation-based Optimization
From Task to Optimization
Brief Classification of Simulation-based Optimization
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Evolutionary Algorithms
Genetic Algorithms
Evolution Strategies
Differential Evolution
Genetic Programming
Ant Colony Optimization
Particle Swarm Optimization
Neuroevolution
Natural Computing & Multi-Objective Optimization
Refs
Using Natural Computing
Simulation-based Optimization
Surrogate assisted Evolution
Evolutionary Data Farming
Soft Simulations
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Conclusions