JuMP 1.0: Recent improvements to a modeling language for mathematical optimization

Mathematical programming 106

Wächter, A., Biegler, L.T.: On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming · 2006

Earlier work this paper cites.

SIAM Review 59

Bezanson, J., Edelman, A., Karpinski, S., Shah, V.B.: Julia: A Fresh Approach to Numerical Computing · 2017

Earlier work this paper cites.

SIAM Review 59

Dunning, I., Huchette, J., Lubin, M.: JuMP: A Modeling Language for Mathematical Optimization · 2017

Earlier work this paper cites.

In: 2018 Power Systems Computation Conference (PSCC), pp. 1–8. IEEE (2018)

Coffrin, C., Bent, R., Sundar, K., Ng, Y., Lubin, M.: PowerModels.jl: An open-source framework for exploring power flow formulations · 2018

Earlier work this paper cites.

Mathematical Programming Computation 10

Huangfu, Q., Hall, J.A.J.: Parallelizing the dual revised simplex method · 2018

Cited alongside, same era.

Springer, Berlin (2021)

Bynum, M.L., Hackebeil, G.A., Hart, W.E., Laird, C.D., Nicholson, B.L., Siirola, J.D., Watson, J.P., Woodruff, D.L.: Pyomo – optimization modeling in Python, vol. 67 · 2021

Cited alongside, same era.

INFORMS Journal on Computing 33

Dowson, O., Kapelevich, L.: SDDP.jl: a julia package for stochastic dual dynamic programming · 2021

Cited alongside, same era.

Informatica 32

Jusevičius, V., Oberdieck, R., Paulavičius, R.: Experimental analysis of algebraic modelling languages for mathematical optimization · 2021

Cited alongside, same era.

INFORMS Journal on Computing 34

Legat, B., Dowson, O., Dias Garcia, J., Lubin, M.: MathOptInterface: a data structure for mathematical optimization problems · 2021

Later among the works it cites.

arXiv preprint (2022)

Dias Garcia, J., Bodin, G., Street, A.: BilevelJuMP.jl: Modeling and Solving Bilevel Optimization in Julia · 2022

Closest in time.

Computers & Chemical Engineering 156

Pulsipher, J.L., Zhang, W., Hongisto, T.J., Zavala, V.M.: A unifying modeling abstraction for infinite-dimensional optimization · 2022

Closest in time.

URL https://www.gurobi.com

Gurobi Optimization, LLC: Gurobi Optimizer Reference Manual (2023) · 2023

Closest in time.