Since there is no possibility to configure via GUI like in the Windows version:
How can I change the default lease time with the Linux Workstation 9?
Just editing e.g. /etc/vmware/vmnet8/dhcpd/dhcpd.conf will corrupt the checksum and thus invalidate the network settings.
Regards,
Thomas Ritter