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Poplar Optimization Algorithm || Step-By-Step || ~xRay Pixy

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The Poplar Optimization Algorithm (POA) is a nature-inspired optimization method based on how poplar trees reproduce. It uses sexual propagation (seed dispersal by wind) for exploration and asexual reproduction (cutting and regrowth) for exploitation. Mutation and chaos factors help maintain diversity and prevent premature convergence, making POA efficient for solving complex optimization problems. Learn the Poplar Optimization Algorithm Step-By-Step using Examples. Video Chapters: Poplar Optimization Algorithm (POA) 00:00 Introduction 02:12 POA Applications 03:32 POA Steps 05:50 Execute Algorithm 1 13:45 Execute Algorithm 2 16:38 Execute Algorithm 3 18:15 Conclusion Main Points of the Poplar Optimization Algorithm (POA) Nature-Inspired Algorithm – Based on the reproductive mechanisms of poplar trees. Two Key Processes : Sexual Propagation (Seed Dispersal) – Uses wind to spread seeds, allowing broad exploration. Asexual Reproduction (Cuttings) – Strong branches grow ...
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How Digital Image is formed? ~xRay Pixy

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Digital Image is Made up of Pixels. Pixel is the Smallest Element of an Image. A digital image is composed of a finite number of elements, each element has a particular location and value. The digital image is a 2-dimensional function. It is represented by f(x,y). Where x,y is the plane coordinates, and f is the amplitude that is the brightness of the image. The sensor is used to sense the object structure and a continuous voltage signal is generated. In order to create a digital image, we need to convert data into digital form. For this Sampling and Quantization is done. Sampling is digitizing the coordinate value. Quantization is analog to digital conversion of a sampled image to a finite number of gray level. The process of digital image formation is shown in this video. https://youtu.be/pNl-yhlp5bo
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What would God think of artificial intelligence?

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We humans, are created by God. God will smile and feel proud that my creation (God Creation -Human) creating Artificial Humans (that is Robots). we created machines first, and now we are working on its intelligence (using artificial intelligence). We are trying to create machines/robots as intelligent as humans. The only risk is that if we humans lose control over robots/machines situation will be out of control. 
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