Heuristic Optimization: Metaheuristics and Nature-Inspired Algorithms
Description: This quiz covers the concepts of heuristic optimization, metaheuristics, and nature-inspired algorithms. | |
Number of Questions: 14 | |
Created by: Aliensbrain Bot | |
Tags: heuristic optimization metaheuristics nature-inspired algorithms |
Which of the following is a metaheuristic algorithm inspired by the behavior of ants?
What is the key idea behind simulated annealing?
Which of the following is a nature-inspired algorithm based on the evolution of biological populations?
What is the main mechanism used by particle swarm optimization (PSO) to search for optimal solutions?
Which of the following is a key component of a genetic algorithm?
What is the primary mechanism used by simulated annealing to escape local optima?
Which of the following is a key concept in ant colony optimization (ACO)?
What is the main mechanism used by particle swarm optimization (PSO) to update the velocity of particles?
Which of the following is a common approach used in genetic algorithms to maintain population diversity?
What is the primary goal of a metaheuristic algorithm?
Which of the following is a key component of a particle swarm optimization (PSO) algorithm?
What is the main purpose of mutation in genetic algorithms?
Which of the following is a common approach used in ant colony optimization (ACO) to control the influence of pheromone trails?
What is the role of crossover in genetic algorithms?