Application of stochastic global optimization algorithms to practical problems

DOI10.1023/A:1022617804737zbMath0897.90191OpenAlexW1517205876MaRDI QIDQ1379931

J. Ning

Publication date: 5 March 1998

Published in: Journal of Optimization Theory and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1023/a:1022617804737

zbMATH Keywords

global optimizationclusteringsimulated annealingmany-body potentialscontrolled random searchtank reactoroptimal control of a chemical reactorpig liver likelihood function

Mathematics Subject Classification ID

Applications of mathematical programming (90C90) Nonlinear programming (90C30)

Related Items

Population set-based global optimization algorithms: some modifications and numerical studies ⋮ A simulated annealing driven multi-start algorithm for bound constrained global optimization ⋮ ODE Analysis of Biological Systems ⋮ NUMERICAL STUDIES OF SOME GENERALIZED CONTROLLED RANDOM SEARCH ALGORITHMS ⋮ Some variants of the controlled random search algorithm for global optimization ⋮ A modified hybrid genetic algorithm for solving nonlinear optimal control problems ⋮ Comparing estimation methods for the FPLD ⋮ Global optimization of polynomial-expressed nonlinear optimal control problems with semidefinite programming relaxation ⋮ Initial guess of the solution of dynamic optimization of chemical processes ⋮ Genetically controlled random search: a global optimization method for continuous multidimensional functions ⋮ The structure of atomic and molecular clusters, optimised using classical potentials ⋮ An iterative global optimization algorithm for potential energy minimization ⋮ Enhancing PSO methods for global optimization ⋮ A direct search variant of the simulated annealing algorithm for optimization involving continuous variables ⋮ Synthesis of the \(\beta\)-distribution as an aid to stochastic global optimization ⋮ A hybrid meta-heuristic for global optimisation using low-discrepancy sequences of points ⋮ A numerical evaluation of several stochastic algorithms on selected continuous global optimization test problems

Cites Work

• Unnamed Item
• Unnamed Item
• Internal modelling of objective functions for global optimization
• Global optimization algorithms for a CAD workstation
• Global optimization by controlled random search
• Global optimization and simulated annealing
• Stochastic global optimization: Problem classes and solution techniques
• Global optimization approach to nonlinear optimal control
• Topographical multilevel single linkage
• Aspiration based simulated annealing algorithm
• Stochastic global optimization methods part II: Multi level methods
• Modified controlled random search algorithms
• A direct search variant of the simulated annealing algorithm for optimization involving continuous variables