OptimizationalgorithmIn this paper, by analyzing the best chaotic sequences generated by sixteen different chaotic maps, a novel chaos optimization algorithm is presented. It can intelligently base on different chaotic maps to select different strategies so as to map the chaotic variables into the ...
Optimization algorithms based on the chaos theory are stochastic search methodologies that differ from any of the existing evolutionary computation and swarm intelligence methods. General ODMA as like as many evolutionary algorithm may fall into local minimum trap, during the search process, to mitigate...
In this paper, Energy Valley Optimizer (EVO) is proposed as a novel metaheuristic algorithm inspired by advanced physics principles regarding stability and different modes of particle decay. Twenty unconstrained mathematical test functions are utilized i
Model-free adaptive control optimization using a chaotic particle swarm approach 2009, Chaos, Solitons and Fractals Show abstract A novel particle swarm optimization algorithm for permutation flow-shop scheduling to minimize makespan 2008, Chaos, Solitons and Fractals Show abstract On the efficiency of ...
a novel particle swarm optimization algorithm with adaptive space mutation (CSM-CPSO) span style=mso-spacerun: yes;nbsp;/spanis proposed /spanspan style=font-family: quot;Times New Romanquot;; font-size: 10pt; mso-fareast-font-family: 宋体; mso-ansi-language: EN-US; mso-fareast-language...
To overcome the disadvantages of premature convergence and easy trapping into local optimum solutions, this paper proposes an improved particle swarm optimization algorithm (named NDWPSO algorithm) based on multiple hybrid strategies. Firstly, the elite opposition-based learning method is utilized to init...
Swarm Bat Algorithm BA OriginalBA 2010 6 medium Swarm * * AdaptiveBA 2010 8 medium Swarm * * ModifiedBA * 5 medium Swarm Fruit-fly Optimization Algorithm FOA OriginalFOA 2012 2 easy Swarm * * BaseFOA * 2 easy Swarm * * WhaleFOA 2020 2 medium Swarm Social Spider Optimization SSpiderO Or...
In this paper, a novel CML system is used to generate seed values for an image encryption algorithm. The CML system uses generalised symmetric maps and adaptive \(\beta\) values, which contribute towards a larger key space and makes it more likely the system remains in chaos for the input...
novel algorithm will be assessed through different procedures. In this research, a novel population-based metaheuristic optimization algorithm, called Squid Game Optimizer (SGO), is proposed. The proposed algorithm is inspired by the strategy of the squid game. It finds the optimal solution from a ...
A more efficient optimization algorithm has always been the pursuit of researchers, but the performance of the current optimization algorithm in some complex test functions is not always satisfactory. In order to solve this problem, a new meta-heuristic optimization algorithm—Football Team Training Al...