Results 71 to 80 of about 2,735,316 (329)

On the Construction of Pareto-Compliant Combined Indicators [PDF]

open access: yes, 2022
The most relevant property that a quality indicator (QI) is expected to have is Pareto compliance, which means that every time an approximation set strictly dominates another in a Pareto sense, the indicator must reflect this.
Coello, C.A.   +5 more
core   +1 more source

From Pareto Front to Preferred Design: Human-in-the-Loop Preference-Guided Decision Making in Multi-Objective Energy Systems Optimization—A Scoping Review

open access: yesApplied Sciences
Background: Multi-objective optimization (MOO) is widely used in engineering design and energy systems to represent trade-offs through Pareto fronts. Yet practical deployment requires moving from a non-dominated set to an implementable preferred design ...
Marwa Mekky, Raphael Lechner
doaj   +1 more source

Satellite Resource Scheduling Algorithm Based on Pareto Front and Particle Swarm Optimization [PDF]

open access: yesJisuanji gongcheng, 2016
Aiming at the satellite resource scheduling problem of multi-space target,this paper designs Dynamic Matrix Cluster(DMC) encoding method,and proposes a satellite resource scheduling algorithm based on Pareto front and Particle Swarm Optimization(PSO).It ...
ZHENG Yicheng,YUAN Yin,DENG Yong,LI Jun,WANG Haihong
doaj   +1 more source

Breaking hardness and electrical conductivity trade-off in Cu-Ti alloys through machine learning and Pareto front

open access: yesMaterials Research Letters
Balancing the hardness and electrical conductivity of copper alloys within complex compositions and processes poses a formidable challenge. This study proposes a strategy combining machine learning with the Pareto front techniques to identify optimal ...
Hang Fu   +8 more
semanticscholar   +1 more source

Visualisation of Pareto Front Approximation: A Short Survey and Empirical Comparisons [PDF]

open access: yesIEEE Congress on Evolutionary Computation, 2019
Visualisation is an effective way to facilitate the analysis and understanding of multivariate data. In the context of multi-objective optimisation, comparing to quantitative performance metrics, visualisation is, in principle, able to provide a decision
Hui-Ru Gao, Haifeng Nie, Ke Li
semanticscholar   +1 more source

Optimizing NiMo Electrocatalyst Coatings for Hydrogen Evolution in Alkaline Electrolysis With The Machine Learning‐Guided Autonomous Platform CatBot

open access: yesAdvanced Functional Materials, EarlyView.
This work presents a closed‐loop optimization workflow integrating CatBot, an automated synthesis and testing system, to discover NiMo hydrogen‐evolution catalysts. CatBot synthesised and evaluated 228 unique samples, identifying the best performing catalysts for transfer to nickel‐foam electrodes. The best candidate is highly active, reaching 1 Acm−2${
Paolo Vincenzo Freiesleben de Blasio   +7 more
wiley   +1 more source

Pareto-optimal front generation for the bi-objective JIT scheduling problems with a piecewise linear trade-off between objectives

open access: yesOperations Research Perspectives
This paper proposes a novel method of Pareto front generation from a set of piecewise linear trade-off curves typically encountered in bi-objective just-in-time (JIT) scheduling problems. We have considered the simultaneous minimization of total weighted
Sona Babu, B.S. Girish
doaj   +1 more source

Illustration of Pareto front.

open access: yes, 2014
Illustration of Pareto front.
Julius Žilinskas (624580)   +2 more
core   +1 more source

Multiobjective Codesign Optimization of a Planar Pneumatic Artificial Muscle‐Based Snake‐Like Robot for Enhanced Agility and Energy Efficiency

open access: yesAdvanced Robotics Research, EarlyView.
A codesign multiobjective optimization framework was developed to enhance the morphology and controller of a snake‐like robot driven by artificial muscles. It improved planar locomotion, agility, and power efficiency. The approach optimized link geometry and controller gains, revealing that shorter muscles near joints and longer linkages maximize ...
Ayla Valles, Mahdi Haghshenas‐Jaryani
wiley   +1 more source

Modular, Textile‐Based Soft Robotic Grippers for Agricultural Produce Handling

open access: yesAdvanced Robotics Research, EarlyView.
This article introduces textile‐based pneumatic grippers that transform simple textiles into robust bending actuators. Detailed experiments uncover how cut geometry and fabric selection shape performance. Successful handling of fragile agricultural items showcases the potential of textile robotics for safe, scalable automation in food processing and ...
Zeyu Hou   +4 more
wiley   +1 more source

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