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Helioseismic inference of the solar radiative opacity. [PDF]
Buldgen G+20 more
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Evolutionary computation: a unified approach
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation, 2018The field of Evolutionary Computation has experienced tremendous growth over the past 20 years, resulting in a wide variety of evolutionary algorithms and applications. The result poses an interesting dilemma for many practitioners in the sense that, with such a wide variety of algorithms and approaches, it is often hard to se the relationships between
Kenneth A. De Jong
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Advances in Swarm Intelligence for Optimizing Problems in Computer Science, 2018
Evolutionary computation is regarded as significant research area in computer science and has gained popularity in recent years because of its significant advantages as compared to deterministic methods. Evolutionary computation methods are highly preferred to solve multi-objective optimization problems where objective functions with conflicts are ...
A. Nayyar+3 more
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Evolutionary computation is regarded as significant research area in computer science and has gained popularity in recent years because of its significant advantages as compared to deterministic methods. Evolutionary computation methods are highly preferred to solve multi-objective optimization problems where objective functions with conflicts are ...
A. Nayyar+3 more
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Evolutionary Transfer Optimization - A New Frontier in Evolutionary Computation Research
IEEE Computational Intelligence Magazine, 2021The evolutionary algorithm (EA) is a nature-inspired population-based search method that works on Darwinian principles of natural selection. Due to its strong search capability and simplicity of implementation, EA has been successfully applied to solve ...
K. Tan, Liang Feng, Min Jiang
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Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation
IEEE Transactions on Cybernetics, 2020A multifactorial evolutionary algorithm (MFEA) is a recently proposed algorithm for evolutionary multitasking, which optimizes multiple optimization tasks simultaneously.
Lei Zhou+6 more
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Evolutionary computation [PDF]
Evolution does not require DNA, or even living organisms. In computer science, the field known as 'evolutionary computation' uses evolution as an algorithmic tool, implementing random variation, reproduction and selection by altering and moving data within a computer.
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Kriging Assisted Surrogate Evolutionary Computation to Solve Optimal Power Flow Problems
IEEE Transactions on Power Systems, 2020This paper proposes a Kriging assisted strategy to expedite evolutionary computation for solving Optimal Power Flow (OPF) problems. First, two algorithms were developed–a Kriging Assisted Genetic Algorithm (KAGA) and a Kriging Assisted Particle Swarm ...
Zhida Deng, M. Rotaru, J. Sykulski
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Computational complexity and evolutionary computation
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation, 2007Evolutionary algorithms and other nature-inspired search heuristics like ant colony optimization have been shown to be very successful when dealing with real-world applications or problems from combinatorial optimization. In recent years, analyses has shown that these general randomized search heuristics can be analyzed like "ordinary" randomized ...
Thomas Jansen, Frank Neumann
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Evolutionary computation and cryptology [PDF]
Evolutionary Computation (EC) has been used with great success on various real-world problems. One domain abundant with numerous difficult problems is cryptology. Cryptology can be divided into cryptography, that informally speaking considers methods how to ensure secrecy (but also authenticity, privacy, etc.), and cryptanalysis, that deals with ...
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