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Multi-objective optimization shapes ecological variation [PDF]
, 2013 Ecological systems contain a huge amount of quantitative variation between and within species and locations, which makes it difficult to obtain unambiguous verification of theoretical predictions.
Kaitaniemi, Pekka +3 more
core
Multi-agent system for dynamic manufacturing system optimization [PDF]
, 2008 This paper deals with the application of multi-agent system concept for optimization of dynamic uncertain process. These problems are known to have a computationally demanding objective function, which could turn to be infeasible when large problems are ...
A.J. Gonzalez +6 more
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Frontiers in Energy Research, 2022 In order to achieve good adaptability, medical bone implants for clinical applications need to have porous characteristics. From a biological and mechanical point of view, the design of porous structures requires both suitable porosities to facilitate ...
Rui Liu +3 more
doaj +1 more source
Multi-Objective BiLevel Optimization by Bayesian Optimization
AlgorithmsIn a multi-objective optimization problem, a decision maker has more than one objective to optimize. In a bilevel optimization problem, there are the following two decision-makers in a hierarchy: a leader who makes the first decision and a follower who ...
Vedat Dogan, Steven Prestwich
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A new multi objective crested porcupines optimization algorithm for solving optimization problems
Scientific ReportsThis paper presents a new multi-objective optimization algorithm called the Multi-Objective Crested Porcupines Optimization (MOCPO) Algorithm, which uses an elitist, non-dominated sorting and crowding distance mechanism.
Divya Adalja +7 more
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Energy Science & Engineering, 2021 With the depletion of sources of primary energy across the world, the prospect of a global energy crisis in the near future has raised considerable concern.
Bowen Yang
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A Multi Objective Optimization Approach for Resources Procurement of Bank [PDF]
Journal of Optimization in Industrial Engineering, 2010 Calculating total cast of bank resources procurement methods which include current -free loan deposit, saving interest-free loan deposit, regular and net short-term investment deposit, long-term investment deposit and surety bond cash deposit and ...
amir mohammad-zadeh +3 more
doaj
Pymoo: Multi-Objective Optimization in Python
IEEE Access, 2020 Python has become the programming language of choice for research and industry projects related to data science, machine learning, and deep learning. Since optimization is an inherent part of these research fields, more optimization related frameworks ...
Julian Blank, Kalyanmoy Deb
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Recent advances in multi-objective whale optimization algorithm, its versions and applications
Journal of King Saud University: Computer and Information SciencesMulti-objective optimization (MO) addresses problems involving multiple conflicting objectives, requiring effective techniques to identify Pareto optimal solutions. Among the numerous MO approaches, the Multi-Objective Whale Optimization Algorithm (MOWOA)
Sharif Naser Makhadmeh +5 more
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Multi‐objective evolutionary optimization for hardware‐aware neural network pruning
Fundamental ResearchNeural network pruning is a popular approach to reducing the computational complexity of deep neural networks. In recent years, as growing evidence shows that conventional network pruning methods employ inappropriate proxy metrics, and as new types of ...
Wenjing Hong +4 more
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