Complexity

Solving Engineering and Science Problems Using Complex Bio-inspired Computation Approaches


Publishing date
01 Jan 2021
Status
Closed
Submission deadline
21 Aug 2020

Lead Editor

1Shenzhen Institutes of Advanced Technology - Chinese Academy of Sciences, Shenzhen, China

2University of Warwick, Coventry, UK

3Gachon University, Seongnam-si, Republic of Korea

4Annamalai University, Chidambaram, India

This issue is now closed for submissions.
More articles will be published in the near future.

Solving Engineering and Science Problems Using Complex Bio-inspired Computation Approaches

This issue is now closed for submissions.
More articles will be published in the near future.

Description

Bio-inspired computing (BIC) focuses on the design and development of computer algorithms and models based on complex biological mechanisms and living phenomena. BIC methods such as neural networks, genetic algorithms, and artificial immune systems are canonical complexity approaches and have proven powerful in solving science and engineering problems. However, emerging problems in complex systems such as energy, transportation, and logistic systems are large-scale, strongly non-linear, and highly coupling, and significantly challenge the current computational tools.

This Special Issue aims at soliciting both high-quality original research and review articles from the recently emerging and cross-disciplinary field of utilizing bio-inspired computation approaches in the complexity area to solve science and engineering problems. It will bring together researchers in relevant areas to present the latest progress, new computation approaches, and potential research applications. All original papers related to bio-inspired computation approaches and their application for modeling, control, and optimization of complex science and engineering problems are welcome.

Potential topics include but are not limited to the following:

  • Genetic algorithms, harmony search and other evolutionary algorithms
  • Neural networks, and other machine learning algorithms
  • Adaptive control
  • State estimation, fault diagnosis
  • Bio-inspired robot design
  • Bio-inspired computing in complexity for solving power and energy problems
  • Bio-inspired computing in complexity for solving transportation problems
  • Bio-inspired computing in complexity for solving manufacturing problems
  • Bio-inspired computing in complexity for solving financial problems
  • Bio-inspired computing in complexity for solving smart vehicles

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 9869167
  • - Corrigendum

Corrigendum to “A Fuzzy Clustering Logic Life Loss Risk Evaluation Model for Dam-Break Floods”

Yantao Zhu | Xinqiang Niu | ... | Lixian Huang
  • Special Issue
  • - Volume 2021
  • - Article ID 8819422
  • - Research Article

Compliance Model and Structure Optimization Method Based on Genetic Algorithm for Flexure Hinge Based on X-Lattice Structure

Yin Zhang | Jianwei Wu | Jiubin Tan
  • Special Issue
  • - Volume 2021
  • - Article ID 3027126
  • - Research Article

A Novel Segmentation Method for Furnace Flame Using Adaptive Color Model and Hybrid-Coded HLO

Pinggai Zhang | Minrui Fei | ... | Kai Chen
  • Special Issue
  • - Volume 2021
  • - Article ID 8869928
  • - Research Article

Porosity Characterization of Thermal Barrier Coatings by Ultrasound with Genetic Algorithm Backpropagation Neural Network

Shuxiao Zhang | Gaolong Lv | ... | Wei Feng
  • Special Issue
  • - Volume 2021
  • - Article ID 8973482
  • - Research Article

Dynamic Vision Sensor Tracking Method Based on Event Correlation Index

Hengyi Lv | Yang Feng | ... | Yuchen Zhao
  • Special Issue
  • - Volume 2021
  • - Article ID 9897521
  • - Corrigendum

Corrigendum to “SIAT-WEXv2: A Wearable Exoskeleton for Reducing Lumbar Load during Lifting Tasks”

Xinyu Ji | Dashuai Wang | ... | Xinyu Wu
  • Special Issue
  • - Volume 2021
  • - Article ID 8823273
  • - Research Article

Job Shop Scheduling Based on Digital Twin Technology: A Survey and an Intelligent Platform

Haifei Yu | Songjian Han | ... | Wei Feng
  • Special Issue
  • - Volume 2021
  • - Article ID 8847690
  • - Research Article

Research on Multistage Rotor Assembly Optimization Methods for Aeroengine Based on the Genetic Algorithm

Yue Chen | Jiwen Cui | ... | Shihai Cui
  • Special Issue
  • - Volume 2021
  • - Article ID 7093256
  • - Research Article

A Fuzzy Clustering Logic Life Loss Risk Evaluation Model for Dam-Break Floods

Yantao Zhu | Xinqiang Niu | ... | Lixian Huang
  • Special Issue
  • - Volume 2021
  • - Article ID 3260259
  • - Research Article

Multi-Indices Quantification for Left Ventricle via DenseNet and GRU-Based Encoder-Decoder with Attention

Zhi Liu | Yunhua Lu | ... | Bo Chen
Complexity
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Acceptance rate28%
Submission to final decision77 days
Acceptance to publication24 days
CiteScore3.500
Journal Citation Indicator0.740
Impact Factor2.121
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Article of the Year Award: Outstanding research contributions of 2021, as selected by our Chief Editors. Read the winning articles.