Artificial bee colony framework to non-convex economic dispatch problem with valve point effects
| Autor: | Thomas Stützle, Gürcan Yavuz, Serdar Özyön, Doğan Aydın, Celal Yaşar |
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| Rok vydání: | 2017 |
| Předmět: |
Mathematical optimization
Computer science business.industry 020209 energy Regular polygon Economic dispatch 02 engineering and technology Enery Dispatch Automatic Design of Algorithm Artificial bee colony algorithm 0202 electrical engineering electronic engineering information engineering Benchmark (computing) 020201 artificial intelligence & image processing Point (geometry) Artificial intelligence business Metaheuristic Artificial Bee Colony |
| Zdroj: | GECCO (Companion) |
| DOI: | 10.1145/3067695.3082486 |
| Popis: | 2017 Genetic and Evolutionary Computation Conference Companion, GECCO 2017 -- 15 July 2017 through 19 July 2017 -- -- 128763 ABC-X is a generalized, automatically configurable framework for the Artificial Bee Colony (ABC) metaheuristic. ABC-X has recently been proposed and it has initially been tested on different benchmark functions sets, showing very good results when compared to known ABC algorithms. However, it has never been used in an industrial application. In this case study on a real-world problem, the performance of ABC-X for the economic power dispatch problem (EPDP) with valve point effects is investigated. The algorithm's performance is tested on four instances of different size and compared with the performance of other algorithms that have been proposed earlier for this problem. The results obtained show that ABC-X can successfully solve the EPDP with valve point effects. © 2017 ACM. |
| Databáze: | OpenAIRE |
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