基于Pareto支配的高维多目标进化算法研究-计算机软件与理论专业论文.docx,基于Pareto支配的高维多目标进化算法研究Research 基于Pareto支配的高维多目标进化算法研究 Research of Pareto Dominance based Many—obj ective Evolutionary Algorithm Abstract Real—world pro
It is based on Pareto dominance and coevolutionary design principles to achieve efficient, effective, productive and robust performance. The capability of MOCI algorithm is enhanced through use of multiple features for balance of exploration versus exploitation, search towards promising region and ...
Sebag, "Dominance-based pareto-surrogate for multi-objective optimization.," in SEAL (K. Deb, A. Bhattacharya, N. Chakraborti, P. Chakroborty, S. Das, J. Dutta, S. K. Gupta, A. Jain, V. Aggarwal, J. Branke, S. J. Louis, and K. C. Tan, eds.), vol. 6457 of Lecture ...
Pareto支配, also known as Pareto dominance, is a fundamental concept in multi-objective optimization problems. It serves as a criterion to compare solutions based on multiple objectives and identify those that are superior to others. In the context of multi-objective optimization, a solution is sai...
paper improves class proportions distribution by defining L-Pareto dominance, and realizes the predicting method of L-Pareto dominance based on qualitatively analyzing the predicting error rate of L-Pareto dominance and Pareto dominance. Theoretical ...
Pareto optimality is based on the Pareto dominance, which defines that one solution dominates another one if it is strictly superior in all the objectives. Thus, the goal of the optimization algorithm is to find the Pareto front, which includes all dominant solutions of the control problem. ...
Muller)circuits,the trade-off between area and reliability is achieved by using Pareto dominance based multiobjective optimization.The area is computed by decomposing the XOR part of MPRM circuit as trees of XOR gates and counting in XOR gate sharing among multiple outputs.The SER is computed by...
在介绍Pareto最优解之前,先介绍MOO中一个最重要的概念—支配(Dominance): 对于解 θa 和θb ,如果满足 (2)Li(y,f(x;θa))≤Li(y,f(x;θb)), ∀i∈{1,…m}Lj(y,f(x;θa))<Lj(y,f(x;θb)). ∃j∈{1,…,m} 则称解 θa 支配解 θb ,用符号表示为 θa≺θb . 如果一个...
(Mixed-Polarity Reed-Muller)circuits,the trade-off between area and reliability is achieved by using Pareto dominance based multiobjective optimization.The area is computed by decomposing the XOR part of MPRM circuit as trees of XOR gates and counting in XOR gate sharing among multiple outputs....
After nondimensionalizing the sensitivity ratios, the new subset of non-dominated solutions can be screened out from Pareto non-inferior solution set based on dominance relationship, and this method can narrows the selection range. According to the above research results, we present the calculation ...