A test-suite of non-convex constrained optimization problems from the real-world and some baseline results.
Abhishek KumarGuohua WuMostafa Z. AliRammohan MallipeddiPonnuthurai Nagaratnam SuganthanSwagatam DasPublished in: Swarm Evol. Comput. (2020)
Keyphrases
- constrained optimization problems
- test suite
- real world
- augmented lagrangian
- constrained optimization
- differential evolution
- test cases
- constraint handling
- regression testing
- evolutionary algorithm
- optimization problems
- penalty function
- test suite reduction
- data sets
- fitness function
- global convergence
- equality constraints
- convex optimization
- particle swarm optimization
- software testing
- mutation testing
- case study
- convex hull
- optimization algorithm
- crossover operator
- multi objective
- number of test cases
- convergence speed
- test sequences
- database systems
- learning algorithm
- databases