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Niche Distributions on the Pareto Optimal Front

2003
This paper examines the use of fitness sharing in evolutionary multi-objective optimization (EMO) algorithms to form a uniform distribution of niches along the non-dominated frontier. A long-standing, implicit assumption is that fitness sharing within an equivalence class, such as the Pareto optimal set, can form dynamically stable (under selection ...
openaire   +1 more source

Pareto-Front Computation and Automatic Sizing of CPPLLs

8th International Symposium on Quality Electronic Design (ISQED'07), 2007
A comprehensive performance space exploration on system level offers designers a fast way to get insight into the capability of the whole system for a given technology. The authors consider a charge-pump phase-locked loop (CPPLL) system. In this paper performance space exploration is applied not only to the building blocks but to the whole CPPLL system
Jun Zou   +3 more
openaire   +2 more sources

Pareto-Front Exploration with Uncertain Objectives

2001
We consider the problem of exploration of the set of all global optima (Pareto-points) or an approximation thereof in the context of multi-objective function optimization. Up to now, set oriented techniques assume that the evaluation of the m-dimensional vector of objectives can be done exactly which is important to steer the search process towards ...
openaire   +1 more source

Hybrid approach for Pareto front expansion in heuristics

Journal of the Operational Research Society, 2011
Heuristic search can be an effective multi-objective optimization tool; however, the required frequent function evaluations can exhaust computational sources. This paper explores using a hybrid approach with statistical interpolation methods to expand optimal solutions obtained by multiple criteria heuristic search.
Haluk Yapicioglu   +3 more
openaire   +2 more sources

A Pareto Front grid guided multi-objective evolutionary algorithm

Applied Soft Computing, 2023
Ying-Tao Xu   +4 more
semanticscholar   +1 more source

Moving Along the Pareto Front

2009
A method to sort out the optimal solutions located along the Pareto front is proposed as a possible criterion of innovative design. The idea, in fact, is to investigate non-dominated solutions in a comparative way in view of a twofold scope: to help decision making, on one hand, and to identify previously unpredicted, innovative solutions, on the other
openaire   +1 more source

A survey on pareto front learning for multi-objective optimization

Journal of Membrane Computing
Shida Kang, Kaiwen Li, Rui Wang
semanticscholar   +1 more source

A Survey of Evolutionary Algorithms for Multi-Objective Optimization Problems With Irregular Pareto Fronts

IEEE/CAA Journal of Automatica Sinica, 2021
Kuangrong Hao, Yicun Hua, Yaochu Jin
exaly  

Preserving Primary Care: The Front Line in the War Against Cancer

Ca-A Cancer Journal for Clinicians, 2007
Richard C Wender
exaly  

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