Generator Development Status

Graph: MCl & MCut & MIS & MVC; Portfolio: MaxRetPO & MinVarPO & MOPO

✔: Supported; 📆: Planned for future versions (contributions welcomed!).

Task	Distribution	Brief Intro.	State
ATSP	Uniform	Random distance matrix with triangle inequality	✔
	SAT	SAT problem transformed to ATSP	✔
	HCP	Hamiltonian Cycle Problem transformed to ATSP	✔
CVRP	Uniform	Random coordinates with uniform distribution	✔
	Gaussian	Random coordinates with Gaussian distribution	✔
OP	Uniform	Random prizes with uniform distribution	✔
	Constant	All prizes are constant	✔
	Distance	Prizes based on distance from depot	✔
PCTSP	Uniform	Random prizes with uniform distribution	✔
SPCTSP	Uniform	Random prizes with uniform distribution	✔
TSP	Uniform	Random coordinates with uniform distribution	✔
	Gaussian	Random coordinates with Gaussian distribution	✔
	Cluster	Coordinates clustered around random centers	✔
(Graph)	ER (structure)	Erdos-Renyi random graph	✔
	BA (structure)	Barabasi-Albert scale-free graph	✔
	HK (structure)	Holme-Kim small-world graph	✔
	WS (structure)	Watts-Strogatz small-world graph	✔
	RB (structure)	RB-Model graph	✔
	Uniform (weighted)	Weights with Uniform distribution	✔
	Gaussian (weighted)	Weights with Gaussian distribution	✔
	Poisson (weighted)	Weights with Poisson distribution	✔
	Exponential (weighted)	Weights with Exponential distribution	✔
	Lognormal (weighted)	Weights with Lognormal distribution	✔
	Powerlaw (weighted)	Weights with Powerlaw distribution	✔
	Binomial (weighted)	Weights with Binomial distribution	✔
(Portfolio)	GBM	Geometric Brownian Motion model	✔
	Factor	Factor model with k factors and idiosyncratic noise	✔
	VAR(1)	Vector Autoregressive model of order 1	✔
	MVT	Multivariate T distribution model	✔
	GRACH	GARCH model for volatility clustering	✔
	Jump	Merton Jump-Diffusion model	✔
	Regime	Regime-Switching model with multiple states	✔