Best practices for comparing optimization algorithms
Comparing, or benchmarking, of optimization algorithms is a complicated task that involves
many subtle considerations to yield a fair and unbiased evaluation. In this paper, we …
many subtle considerations to yield a fair and unbiased evaluation. In this paper, we …
[图书][B] Global optimization in action: continuous and Lipschitz optimization: algorithms, implementations and applications
JD Pintér - 1995 - books.google.com
In science, engineering and economics, decision problems are frequently modelled by
optimizing the value of a (primary) objective function under stated feasibility constraints. In …
optimizing the value of a (primary) objective function under stated feasibility constraints. In …
αBB: A global optimization method for general constrained nonconvex problems
A branch and bound global optimization method, α BB, for general continuous optimization
problems involving nonconvexities in the objective function and/or constraints is presented …
problems involving nonconvexities in the objective function and/or constraints is presented …
[图书][B] Global optimization: theory, algorithms, and applications
M Locatelli, F Schoen - 2013 - SIAM
The first systematic overviews on global optimization appeared in 1975–1978 thanks to two
fundamental volumes titled Towards Global Optimization (Dixon & Szegö, 1975, 1978). At …
fundamental volumes titled Towards Global Optimization (Dixon & Szegö, 1975, 1978). At …
A global optimization algorithm (GOP) for certain classes of nonconvex NLPs—I. Theory
CA Floudas, V Visweswaran - Computers & chemical engineering, 1990 - Elsevier
A large number of nonlinear optimization problems involve bilinear, quadratic and/or
polynomial functions in their objective function and/or constraints. In this paper, a theoretical …
polynomial functions in their objective function and/or constraints. In this paper, a theoretical …
Recent advances in global optimization for process synthesis, design and control: enclosure of all solutions
CA Floudas - Computers & Chemical Engineering, 1999 - Elsevier
Recent advances in global optimization for process synthesis, design and control are
discussed. After a review of the chemical engineering contributions, we focus on the …
discussed. After a review of the chemical engineering contributions, we focus on the …
Part II. Future perspective on optimization
IE Grossmann, LT Biegler - Computers & Chemical Engineering, 2004 - Elsevier
Following from part I, which presents a retrospective on optimization, we focus here on areas
that are recent active research topics and are likely to strongly influence the future of …
that are recent active research topics and are likely to strongly influence the future of …
Una revisión del estado del arte en optimización
JA Caballero, IE Grossmann - … de Automática e Informática Industrial RIAI, 2007 - Elsevier
En este artículo se hace una revisión de las técnicas de optimización más importantes:
programación lineal y no lineal con y sin variables discretas, así como de los algoritmos …
programación lineal y no lineal con y sin variables discretas, así como de los algoritmos …
[PDF][PDF] Continuous covering location problems
F Plastria - Facility location: applications and theory, 2002 - researchgate.net
Continuous covering location problems Page 1 Continuous covering location problems ∗
Frank Plastria GOLD - Research Group on Location and Distribution Department of …
Frank Plastria GOLD - Research Group on Location and Distribution Department of …