%0 Journal Article %T Cuckoo Search for Solving Economic Dispatch Load Problem %A Adriane B. S. Serapi£żo %J Intelligent Control and Automation %P 385-390 %@ 2153-0661 %D 2013 %I Scientific Research Publishing %R 10.4236/ica.2013.44046 %X

Economic Load Dispatch (ELD) is a process of scheduling the required load demand among available generation units such that the fuel cost of operation is minimized. The ELD problem is formulated as a nonlinear constrained optimization problem with both equality and inequality constraints. In this paper, two test systems of the ELD problems are solved by adopting the Cuckoo Search (CS) Algorithm. A comparison of obtained simulation results by using the CS is carried out against six other swarm intelligence algorithms: Particle Swarm Optimization, Shuffled Frog Leaping Algorithm, Bacterial Foraging Optimization, Artificial Bee Colony, Harmony Search and Firefly Algorithm. The effectiveness of each swarm intelligence algorithm is demonstrated on a test system comprising three-generators and other containing six-generators. Results denote superiority of the Cuckoo Search Algorithm and confirm its potential to solve the ELD problem.

%K Economic Dispatch Load %K Cuckoo Search Algorithm %K Swarm Intelligence %K Optimization %U http://www.scirp.org/journal/PaperInformation.aspx?PaperID=39506