Solving constrained optimization problems by solution-based decomposition search.
Amine LamineMahdi KhemakhemBrahim HnichHabib ChabchoubPublished in: J. Comb. Optim. (2016)
Keyphrases
- constrained optimization problems
- search strategy
- penalty function
- solution space
- unconstrained optimization problems
- constraint handling
- search algorithm
- differential evolution
- constrained optimization
- evolutionary algorithm
- exact solution
- augmented lagrangian
- search space
- search methods
- optimization problems
- decomposition algorithm
- lagrange multipliers
- set of linear equations
- global convergence
- fitness function
- nonlinear programming
- admissible heuristics
- linear equations
- linear programming problems
- partial solutions
- cost function
- optimal solution