Database design: Is 1NF sometimes better to use, than normalized 3NF, to avoid inner joins on common queries, and optimize performance?

Question

We have 3 tables: Products, Shops, Cities. A city can have multiple shops, and a shop can have multiple products. So, Products has a ManyToMany foreignKey towards Shops, and