What is Robustness

1.

Robustness is the ability of a closed loop system to be insensitive while system parameters are varied over a wide range. Trade-offs between robustness and speed of response is a key issue for control system design. Learn more in: Robust Optimization Algorithms for Solving Automatic Generation Control of Multi-Constrained Power System: Robustness Study of AGC Problem in Power System

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Failure resistance. Learn more in: A Distributed Framework and Consensus Middle-Ware for Human Swarm Interaction

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The hash property to remain unchanged at non malicious attacks. Learn more in: Robust Image Hashing

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The ability of the watermarking process to secure its carrying information under attacking conditions. Learn more in: Moment-Based Image Watermarking Principles, Perspectives, and Challenges

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The watermark should be robust against a wide range of attacks, so that the attacker cannot extract or manipulate the watermark. Learn more in: Digital Video Watermarking Using Diverse Watermarking Schemes

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Refers to the capability of a system to perform as required not only under its design conditions, but also under adverse circumstances unpredicted by its designers. Learn more in: Quality of Service and Radio Management in Biomedical Wireless Sensor Networks

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Stability, Repeatability. Learn more in: Linking Interactome to Disease: A Network-Based Analysis of Metastatic Relapse in Breast Cancer

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It implies that the watermark should be identifiable after certain image processing operations such as cropping, compression, translation, transformations. Learn more in: Implementing Information Security Using Multimodal Biometrics

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Refers to sustainability in an image that is not easily distorted by normal or malicious manipulations. Learn more in: Digital Watermarking Techniques

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It is a property due to which, the tool will be able to solve a variety of problems. Learn more in: Realizing the Need for Intelligent Optimization Tool

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Property of ANNs to accomplish reliable its tasks when handling incomplete and/or corrupted data. Moreover, the results should be consistent even if some part of the network is damaged. Learn more in: Mathematical Modeling of Artificial Neural Networks

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Swarm robotics systems will not be affected greatly even when part of the swarm quitted due to majeure factors. Learn more in: A Survey on Swarm Robotics

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Even if the watermarked image undergoes any image processing operations it should be very difficult for users to remove the inserted watermark from the watermarked images. Learn more in: Intelligence-Based Adaptive Digital Watermarking for Images in Wavelet Transform Domain

14.

Robustness refers to the ability to detect the watermark after common signal processing operations and attacks. Learn more in: Digital Watermarking

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Ability of a grid system to maintain a given quality of service for an application, despite fluctuations and uncertainties. Learn more in: Self-Adjustment for Service Provisioning in Grids

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It is the property of organizations concerning their stability in front of potential failures. The structural aspects of robustness can be exactly quantified with graph-theoretical methods. Learn more in: Structural Aspects of Organizations

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I.e., dependability with respect to external faults, which characterizes a system reaction to a specific class of faults. It is ability of a system to avoid service failures that are more frequent or more severe than is acceptable. Learn more in: Robust Unknown Input Observer-Based Fast Adaptive Fault Estimation: Application to Mobile Robot

18.

A property possessed by a system. A system is robust with respect to a perturbation when the perturbation effect on the system performance is tolerable according to a predefined threshold. Learn more in: Robustness in Neural Networks

19.

The belief that family is central to wellbeing and that family members and family issues take precedence over other aspects of life ( Žiha, 2000 ). Learn more in: Managing Risk in Global Food Supply Chains: Improving Food Security and Sustainability