Evolutionary Intelligence

Journal Article

Research on PCB defect detection using artificial intelligence: a systematic mapping study

Ural, Doǧan Irmak; Sezen, Arda

2024 Evolutionary Intelligence

doi:10.1007/s12065-024-00930-x

SMT (Surface Mount Technology) has been the backbone of PCB (Printed Circuit Board) production for the last couple of decades. Even though the speed and accuracy of SMT have been drastically improved in the last decade, errors during production are still a very valid problem for the PCB industry....

LitStream

Journal Article

A recurrent ANFIS tuned by modified differential evolution for efficient prediction of software reliability

Behera, Ajit Kumar; Panda, Mrutyunjaya; Dehuri, Satchidananda

2024 Evolutionary Intelligence

doi:10.1007/s12065-024-00940-9

Software failure prediction is a crucial task in software quality assurance. Although time series forecasting techniques and conventional software reliability models are used for the prediction of software reliability, very often these models fail to provide accurate predictions. Therefore, an...

LitStream

Journal Article

Random subspace ensemble for directly classifying high-dimensional incomplete data

Tran, Cao Truong; Nguyen, Binh P

2024 Evolutionary Intelligence

doi:10.1007/s12065-024-00934-7

Missing values are a common issue in many high-dimensional datasets, but a majority of classification algorithms require complete data. Therefore, imputation methods are usually used to estimate and fill missing values with plausible values before using the classification algorithms to learn...

LitStream

Journal Article

Dual population multi-objective evolutionary algorithm for dynamic co-transformations

Yang, Yongkuan; Yang, Yanxiang; Liao , Binrong

2024 Evolutionary Intelligence

doi:10.1007/s12065-024-00932-9

Solving constrained multi-objective optimization problems is a challenging task and existing algorithms have been struggling to balance constrained convergence and population diversity. To address this problem, this paper proposes a dual-population cooperative algorithm (DPDCA), which maintains...

LitStream

Journal Article

Comparison of optimization approaches on linear quadratic regulator design for trajectory tracking of a quadrotor

Ata, Baris; Gencal, Mashar Cenk

2024 Evolutionary Intelligence

doi:10.1007/s12065-024-00928-5

Linear Quadratic Regulator (LQR) is one of the most prevalent methods used in the control of unmanned aerial vehicles. LQR controllers are commonly employed in the control of both linear and non-linear systems due to their advantages such as easy-to-apply and high-performance structure. However,...

LitStream

Journal Article

A heuristic node placement strategy for extending network lifetime and ensuring target coverage in mobile wireless sensor networks

Binh, Huynh Thi Thanh; Hanh, Nguyen Thi; Tan, Nguyen Phuc; Quan, La Van; Ngoc, Dang The;

2024 Evolutionary Intelligence

doi:10.1007/s12065-024-00916-9

Prolonging network lifetime has long been one of the most critical challenges in designing wireless sensor networks in general and mobile wireless sensor networks in particular. Regarding network lifetime, one of the factors affecting it the most is energy efficiency. In a mobile wireless sensor...

LitStream

Journal Article

Positioning of new mobile tower using Circle Packing Problem

Kumar, Yogesh; Deep, Kusum

2024 Evolutionary Intelligence

doi:10.1007/s12065-024-00931-w

The Circle Packing Problem determines a circle of the largest area that can fit into the vacant space when...

LitStream

Journal Article

Detection of rice type and its storage duration via an improved particle swarm optimization algorithm

Rahimzadeh, Hassan; Sadeghi, Morteza; Mireei, Seyed Ahmad; Ghasemi-Varnamkhasti, Mahdi

2024 Evolutionary Intelligence

doi:10.1007/s12065-024-00933-8

Due to the non-selective behavior of gas sensors in electronic nose (e-nose) systems, the provided signals in exposure to target analytes contain un-needed information. These are considered as noise reducing the detection accuracy. Feature selection, as a pre-processing step in data analysis,...

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