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Solution to Exercise 1: Using Both Algorithms

Explore solving a two-variable function maximization problem using both genetic algorithms and particle swarm optimization. Understand how to implement mutation, crossover, and scoring for genetic algorithms, and how to apply particle swarm optimization with vector solutions. This lesson strengthens your practical skills in population-based optimization methods.

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We need to solve:

maxx,yx2y2+6x+4y\max_{x,y} -x^2 - y^2 + 6x + 4y ...