The Unified Approach paper

SPLOT & LVAT models, IBEA vs. NSGA-II, all the best strategies.

Extending 3 papers: ICSE’13, CMSBSE’13, and ASE’13.

	SPLOT	LVAT	Unified approach
	20 models	7 models	More models?
	43 – 290 features	544 – 6888 features
Continuous dominance vs. Boolean dominance	7 algorithms (ICSE’13) 5 algorithms (TSE)	2 algorithms (ASE’13)	5 algorithms
Best parameters	Pop = 50, crossover = 0, mutation = 0.5/FEATURES (RESER’13)	Pop = 300, crossover = 0.05, mutation = 0.001 (not thoroughly tested)	??
Tree Mutation	TSE	ASE’13 (feature fixing)	Argue that they’re almost the same
Give more weight to constraint satisfaction (8 objectives)			Run 5-obj vs. 8-obj for all 27 models.