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An integrated data mining approach to predict electrical energy consumption

期刊: INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021; 17 (3)

This study proposes an integrated adaptive neuro fuzzy inference system (ANFIS) and gene expression programming (GEP) approach to predict long-term el......

Enhanced pigeon inspired optimisation approach for Agile Earth observation satellite scheduling

期刊: INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021; 17 (3)

The Agile Earth observation satellite scheduling problem has been one of the most difficult problem in the field of operations research. For Agile sat......

A path planning method for UAVs based on multi-objective pigeon-inspired optimisation and differential evolution

期刊: INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021; 17 (2)

Inspired by the behaviour of pigeon flocks, an improved method of path planning and autonomous formation for unmanned aerial vehicles based on the pig......

Neural network-assisted expensive optimisation algorithm for pollution source rapid positioning of drinking water

期刊: INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021; 17 (4)

Pollution source positioning is a complicated problem because urban water supply networks contain a huge number of nodes and it is also a computationa......

An improved brain storm optimisation algorithm for energy-efficient train operation problem

期刊: INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021; 17 (4)

This paper presents a new method to determine the optimal driving strategies of the train using an improved brain storm optimisation (IBSO) algorithm.......

Cauchy-Gaussian pigeon-inspired optimisation for electromagnetic inverse problem

期刊: INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021; 17 (3)

The optimisation of electromagnetic inverse problems could be attributed to a constraint nonlinear programming problem. Loney's solenoid problem is on......

Research on the ensemble feature selection algorithm based on multimodal optimisation techniques

期刊: INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021; 18 (1)

Feature selection is essentially a high-dimensional combinatorial optimisation problem. To find representative feature subsets, the selection method n......

Learning the number of filters in convolutional neural networks

期刊: INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021; 17 (2)

Convolutional networks bring the performance of many computer vision tasks to unprecedented heights, but at the cost of enormous computation load. To ......

A real adjacency matrix-coded evolution algorithm for highly linkage-based routing problems

期刊: INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021; 18 (1)

In routing problems, the contribution of a variable to fitness often depends on the states of other variables. This phenomenon is referred to as linka......

Improved gravitational search algorithm based on chaotic local search

期刊: INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021; 17 (3)

The traditional gravitational search algorithm (GSA) maintains good diversity of solutions but often demonstrates weak local search ability. To promot......

A block-encoding method for evolving neural network architecture

期刊: INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021; 18 (1)

The architecture and parameters of convolutional neural networks have an important impact on their performance. To overcome the difficulties of most e......

An improved NSGA-II with dimension perturbation and density estimation for multi-objective DV-Hop localisation algorithm

期刊: INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021; 17 (2)

NSGA-II is a well-known multi-objective optimisation algorithm, which has shown excellent performance on many multi-objective optimisation problems. H......

Research on interface design based on user's mental model driven by interactive genetic algorithm

期刊: INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021; 17 (1)

This study proposes a computer interactive design method based on the analytic hierarchy process (AHP) and interactive genetic algorithm (IGA) to expl......

Density peaks clustering based on geodetic distance and dynamic neighbourhood

期刊: INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021; 17 (1)

Density peaks clustering algorithm uses Euclidean distance as a measure of similarity between the samples and it can achieve a good clustering effect ......

Adaptive neighbourhood size adjustment in MOEA/D-DRA

期刊: INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021; 17 (1)

Multi-objective optimisation algorithm based on decomposition (MOEA/D) is a well-known multi-objective optimisation algorithm, which was widely applie......

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