Is corporate welfare really compatible with the concept of capitalism?

Our government pays BILLIONS of our hard-earned tax money to subsidize multibillion-dollar corporations like Wal-Mart. However, is that really compatible with the concept of capitalism? After all, capitalism is supposed to be about competition and "survival of the fittest". The companies that are able to keep up with the demands of the consumers swim, and those that aren't able sink.