I saw the same question here.They have proved the lower bound like this
log(1) + ... + log(n/2) + ... + log(n) >= log(n/2) + ... + log(n)
>= log(n/2) + ... + log(n/2)
= n/2 * log(n/2)
My doubt is why can't the lower bound be n log n itself? Or is there any other tighter lower bound possible?. Why is it specifically n/2 * log(n/2)?