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- W2756697972 abstract "Environmental Adaption Method (EAM) was proposed by K.K. Mishra et al. in 2011. Further an improved version of EAM with binary encoding was proposed in 2012, known as Improved Environmental Adaption Method (IEAM) with some changes in adaption operator. IEAM uses adaption, alteration, and selection operators to generate new population. In this paper, we have implemented a real parameter version of IEAM. In IEAM, adaption window of variable bandwidth was used for evolution of solutions, due to this particles could not evolve properly in entire search space. Here, we have used adaption window of fixed bandwidth for proper evolution of solutions. Performance of Improved Environmental Adaption Method with real parameter encoding (IEAM-RP) is compared with other nature-inspired optimization algorithms on Black Box Optimization Test-bed at dimensions 2D, 3D, 5D, and 10D on a set of 24 benchmark functions. It is found that IEAM-RP performs better than other state-of-the-art algorithms." @default.
- W2756697972 created "2017-10-06" @default.
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- W2756697972 date "2017-09-29" @default.
- W2756697972 modified "2023-09-27" @default.
- W2756697972 title "Improved Environmental Adaption Method with Real Parameter Encoding for Solving Optimization Problems" @default.
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- W2756697972 doi "https://doi.org/10.1007/978-981-10-3773-3_2" @default.
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