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Generalized Firefly Algorithm for Optimal Transmit Beamforming
Tuan Anh Le, Xin-She Yang
This paper proposes a generalized Firefly Algorithm (FA) to solve an optimization framework having objective function and constraints as multivariate functions of independent optim…
Ten New Benchmarks for Optimization
Xin-She Yang
Benchmarks are used for testing new optimization algorithms and their variants to evaluate their performance. Most existing benchmarks are smooth functions. This chapter introduces…
Review of Parameter Tuning Methods for Nature-Inspired Algorithms
Geethu Joy, Christian Huyck, Xin-She Yang
Almost all optimization algorithms have algorithm-dependent parameters, and the setting of such parameter values can largely influence the behaviour of the algorithm under consider…
A Rank-One Optimization Framework and Its Applications to Transmit Beamforming
Tuan Anh Le, Derrick Wing Kwan Ng, Xin-She Yang
This paper proposes an elegant optimization framework consisting of a mix of linear-matrix-inequality and second-order-cone constraints. The proposed framework generalizes the semi…