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Ditemukan 4 dari Subjek: "optimization"
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Koleksi Perpustakaan

Public Systems Modeling
Daniel P. Loucks

This is an open access book discusses readers to various methods of modeling plans and policies that address public sector issues and problems. Written for public policy and social sciences students at the upper undergraduate and graduate level, as well as public sector decision-makers, it demonstrates and compares the development and use of various deterministic and probabilistic optimization …

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Koleksi Perpustakaan

Applications of Computational Intelligence
Yue WuKai QinMaoguo GongQiguang Miao

Computational Intelligence (CI) is the theory, design, application, and development of biologically and linguistically motivated computational paradigms. Traditionally, the three main pillars of CI have been neural networks, fuzzy systems, and evolutionary computation. However, in time, many nature-inspired computing paradigms have evolved. Thus, CI is an evolving field, and, at present, in add…

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Koleksi Perpustakaan

High Accuracy Detection of Mobile Malware Using Machine Learning
Suleiman Yerima

As increasingly sophisticated and evasive malware attacks continue to emerge, more effective detection solutions to tackle the problem are being sought through the application of advanced machine learning techniques. This reprint presents several advances in the field including: a new method of generating adversarial samples through byte sequence feature extraction using deep learning; a state-…

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Koleksi Perpustakaan

Various Deep Learning Algorithms in Computational Intelligence
RossOscar Humberto

This reprint highlights the importance of Deep Learning (DL), which has garnered significant attention in science, industry, and academia. It draws inspiration from the functioning of the human brain and the concept of learning. Unlike traditional and machine learning methods, deep learning techniques emulate the human brain's neural networks at a lower scale, allowing them to process and analy…