作者: 發(fā)起 時(shí)間: 2025-3-21 22:58 作者: Ligneous 時(shí)間: 2025-3-22 01:39
,One-Class Ant-Miner: Selection of?Majority Class Rules for?Binary Rule-Based Classification,ersions of AntMiner. We then introduce the one-class AntMiner (OCAntMiner) algorithm, which can work with different imbalance ratios. Next, we evaluate these algorithms using specific synthetic datasets based on the AUPRC, AUROC, and MCC evaluation metrics and rank them based on these metrics. The r作者: 言外之意 時(shí)間: 2025-3-22 07:59
,Empirical Investigation of?MOEAs for?Multi-objective Design of?Experiments, RVEA performs very well; results suggest that using more objectives can create better quality designs. This knowledge allows us to make more informed decisions about how to use MOEAs when creating metamodels.作者: 食料 時(shí)間: 2025-3-22 08:54 作者: obstinate 時(shí)間: 2025-3-22 13:10 作者: 離開(kāi)真充足 時(shí)間: 2025-3-22 19:30 作者: 錫箔紙 時(shí)間: 2025-3-23 00:53 作者: Genteel 時(shí)間: 2025-3-23 03:41
Gary Van Zant,Eugene Goldwasserithm. Experiments run on a benchmark, the Lamp problem, show that fine-grained cooperation based on marginal fitness evaluations and steady-state schemes outperforms classical techniques when the dimension of the problem increases. These preliminary results highlight interesting future directions of作者: Employee 時(shí)間: 2025-3-23 09:33 作者: 有害 時(shí)間: 2025-3-23 09:44 作者: 食品室 時(shí)間: 2025-3-23 17:39 作者: 無(wú)彈性 時(shí)間: 2025-3-23 19:18 作者: 自戀 時(shí)間: 2025-3-23 22:38
Granulocyte Colony-Stimulating Factor the flying distance, the required energy, the maximum path risk, and the number of not-visited obstacle-free cells are the objective functions. An enhanced Non-dominated Sorting Genetic Algorithm-II (NSGA-II) is developed to solve the problem. Computational results indicate the superiority of the d作者: Accessible 時(shí)間: 2025-3-24 05:45 作者: 過(guò)渡時(shí)期 時(shí)間: 2025-3-24 09:31 作者: guzzle 時(shí)間: 2025-3-24 13:37
Ger van den Engh,Jim Russell,Diane de Ciccoding virtual analog modeling. This has lead to the appearance of a variety of architectures tailored to this task. We aim to provide an overview of the current state of the research in neural emulation of distortion circuits.作者: 使高興 時(shí)間: 2025-3-24 16:39
Neural Network-Based Virtual Analog Modeling,ding virtual analog modeling. This has lead to the appearance of a variety of architectures tailored to this task. We aim to provide an overview of the current state of the research in neural emulation of distortion circuits.作者: 一窩小鳥(niǎo) 時(shí)間: 2025-3-24 19:01 作者: innovation 時(shí)間: 2025-3-25 02:33 作者: machination 時(shí)間: 2025-3-25 06:44 作者: LAIR 時(shí)間: 2025-3-25 08:53
0302-9743 e range of topics in the field of artificial evolution, including, but not limited to: evolutionary?computation, evolutionary optimization, coevolution, artificial life, population dynamics, theory, algorithmic and?modeling, implementations..978-3-031-42615-5978-3-031-42616-2Series ISSN 0302-9743 Series E-ISSN 1611-3349 作者: Locale 時(shí)間: 2025-3-25 13:32 作者: Constitution 時(shí)間: 2025-3-25 15:54
Gary Van Zant,Eugene Goldwasser Then, we propose a linear programming model, heuristic, and a metaheuristic combining a simulated annealing algorithm with an iterated local search procedure to solve it. We provide computational results to show the efficiency of the proposed methods.作者: 表主動(dòng) 時(shí)間: 2025-3-25 21:52 作者: 精確 時(shí)間: 2025-3-26 00:08
Regulation of Stem Cell Proliferationtion of . in terms of the electric bus scheduling problem noting that quality is difficult to quantify. A range of quality metrics are presented that can be used with differing effectiveness to optimally schedule electric buses.作者: relieve 時(shí)間: 2025-3-26 06:07
,On the?Active Use of?an?ND-Tree-Based Archive for?Multi-Objective Optimisation,rformance changes these cause (and discuss their drivers). Illustrations are provided with data sequences from a tunable generator and also a simple evolution strategy — but we emphasise such data structures are optimisation algorithm agnostic, and may be effectively integrated across the range of evolutionary (and non-evolutionary) optimisers.作者: 死貓他燒焦 時(shí)間: 2025-3-26 12:28 作者: 泥瓦匠 時(shí)間: 2025-3-26 14:25
S. Orbach-Arbouys,M. Castes,B. M. Berardeta properties. A new selection mechanism is proposed for the Covariance Matrix Adaptation - Evolution Strategy (CMA-ES) in order to approximate equilibria at each node level. Numerical experiments illustrate the behavior of the approach compared with other decision trees based methods.作者: 冷漠 時(shí)間: 2025-3-26 17:27 作者: 隱藏 時(shí)間: 2025-3-27 00:46 作者: Analogy 時(shí)間: 2025-3-27 02:40 作者: 內(nèi)行 時(shí)間: 2025-3-27 08:08
,Towards a?Many-Objective Optimiser for?University Course Timetabling,e can be fully optimised in a second phase. A set of non-dominated solutions is returned, representing a well-spread approximation to the Pareto front, from which a decision maker could ultimately choose according to . preferences.作者: Lobotomy 時(shí)間: 2025-3-27 12:01
,An Elitist Non-dominated Heuristic Resolution for?the?Dynamic Asset Protection Problem,ing Genetic Algorithm (NSGA-II) to solve the D-APP. We define new mutation and crossover operators adapted to our problem, and we propose procedures to repair and evaluate a solution based on Mixed Integer Programming (MIP).作者: 審問(wèn),審訊 時(shí)間: 2025-3-27 16:16
,On the?Active Use of?an?ND-Tree-Based Archive for?Multi-Objective Optimisation, ND-Tree has proved an effective data structure across a range of update environments, and may reasonably be considered the state-of-the-art. However, although it is efficient as a . store of non-dominated solutions — which may be extracted at the end of an optimisation — its design is ill-suited to作者: metropolitan 時(shí)間: 2025-3-27 20:59 作者: 有斑點(diǎn) 時(shí)間: 2025-3-28 00:58
,A Game Theoretic Decision Tree for?Binary Classification,ately identify regions in the space in which most instances belong to the same class. This paper proposes a game-theoretic decision tree using a two-player game to determine the splitting hyperplane at the node level based on the Nash equilibrium concept. The entropy on each sub-node is used as a pa作者: 粗魯?shù)娜?nbsp; 時(shí)間: 2025-3-28 03:35 作者: 收藏品 時(shí)間: 2025-3-28 06:36
Neural Network-Based Virtual Analog Modeling,ely modeling such effects can be a challenging task. A recent rise in machine learning has lead to the ubiquity of neural networks in all fields including virtual analog modeling. This has lead to the appearance of a variety of architectures tailored to this task. We aim to provide an overview of th作者: Rebate 時(shí)間: 2025-3-28 11:08 作者: 濕潤(rùn) 時(shí)間: 2025-3-28 18:38
,Maximizing the?Number of?Satisfied Charging Demands in?Electric Vehicle Charging Scheduling Problem Electric vehicle drivers submit their charging demands. Given the limited resources, these charging demands are either accepted or rejected, and an accepted demand must be satisfied. The objective of the scheduler is to maximize the number of satisfied demands. We prove that the problem is NP-hard.作者: Affirm 時(shí)間: 2025-3-28 19:08 作者: 結(jié)構(gòu) 時(shí)間: 2025-3-29 01:20 作者: 臭名昭著 時(shí)間: 2025-3-29 03:11 作者: itinerary 時(shí)間: 2025-3-29 08:17 作者: exceptional 時(shí)間: 2025-3-29 12:02 作者: PAD416 時(shí)間: 2025-3-29 17:49
,Designing Attention Based Convolutional Neural Network (CNN) Architectures for?Medical Image Classiaphy (OCT)) is a challenging task due to changing clinical environment and varying noise levels. Manually designing deep learning architectures is a tedious task. However, Neural Architecture Search (NAS) provides the flexibility to automatically search for a suitable architecture for a given proble作者: parasite 時(shí)間: 2025-3-29 20:50
,A Multi-objective 3D Offline UAV Path Planning Problem with?Variable Flying Altitude,urban environment that is replete with static obstacles. The environment is decomposed into several equal-sized ground cells with an infinite flying altitude. The UAV can adjust the altitude to fly above obstacles or bypass them by choosing another way. Various cells may have different flying risks 作者: aviator 時(shí)間: 2025-3-30 00:49 作者: COLIC 時(shí)間: 2025-3-30 04:04 作者: Armada 時(shí)間: 2025-3-30 11:11
Ger van den Engh,Jim Russell,Diane de Ciccooise exposure. If not treated properly and timely it may lead to socioeconomic difficulties such as poor job performance, hardship in finding a job, and social isolation..In this work, we propose HyTEA, a framework based on Evolutionary Computation to create Decision Tree like models to identify peo作者: DUCE 時(shí)間: 2025-3-30 13:31 作者: depreciate 時(shí)間: 2025-3-30 20:15
S. Orbach-Arbouys,M. Castes,B. M. Berardetive instances and a set of unlabelled instances, where the latter can be either positive or negative instances, but their label is unknown. There are many PU-learning algorithms, so an exhaustive search to find the best algorithm for a given dataset is computationally unfeasible. We recently propose
