Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization

Differential evolution (DE) is an efficient and powerful population-based stochastic search technique for solving optimization problems over continuous space, which has been widely applied in many scientific and engineering fields. However, the success of DE in solving a specific problem crucially d...

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Veröffentlicht in:	IEEE transactions on evolutionary computation 2009-04, Vol.13 (2), p.398-417
Hauptverfasser:	Qin, A.K., Huang, V.L., Suganthan, P.N.
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive control Algorithms Applied sciences Artificial intelligence Computational efficiency Computer science control theory systems Differential evolution (DE) Encoding Evolution Exact sciences and technology Feedback General aspects global numerical optimization Mathematical analysis Mathematical models Mechanical engineering Occupational training. Personnel. Work management Optimization parameter adaptation Pattern recognition Power engineering and energy Programmable control Searching self-adaptation Size control Stochastic processes Strategy strategy adaptation Studies Vectors (mathematics)
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