Title :
Applications of evolutionary computation in electric power systems
Author :
Alves da Silva, Alexandre P. ; Abrão, Pedro José
Author_Institution :
Fed. Eng. Sch., Itajuba, Brazil
fDate :
6/24/1905 12:00:00 AM
Abstract :
This survey covers the broad area of evolutionary computation applications to optimization, model identification, and control in power systems. Due to space limitation, all reviewed papers have been selected since 1996, from IEEE Transactions only. A total of 85 articles are listed in this survey. It shows the development of the area and identifies current trends. The following techniques are considered under the scope of evolutionary computation: evolutionary algorithms (e.g., genetic algorithms, evolution strategies, evolutionary programming, and genetic programming), simulated annealing, tabu search, and particle swarm optimization
Keywords :
evolutionary computation; optimisation; power system analysis computing; power system control; power system identification; search problems; IEEE Transactions; control; evolution strategies; evolutionary algorithms; evolutionary computation; evolutionary programming; genetic algorithms; genetic programming; model identification; optimization; particle swarm optimization; power systems; simulated annealing; tabu search; Computational modeling; Control system synthesis; Evolutionary computation; Genetic algorithms; Genetic programming; Particle swarm optimization; Power system control; Power system modeling; Power systems; Simulated annealing;
Conference_Titel :
Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7282-4
DOI :
10.1109/CEC.2002.1004389
