Switched or linear charger IC for lead-acid battery - which one to pick?
Linear regulators waste power because it is like using a variable resistor to control the charging current. Whatever current flows into the battery also flows thru the resistor and this generates heat. 

A switcher wastes very little heat normally  and could be more than 95% efficient. Very useful for limited power output from a solar cell.