A produce dealer has a warehouse that stores a variety of fruits. He wants a machine capableof sorting the fruit according to the type. There is a conveyor belt on which the fruit is loaded. It isthen passed through a set of sensors which measure 3 properties of the fruit: shape, texture, andweight. The sensor system is somehow rather primitive:• Shape sensor :-1 if the fruit is round and 1 if it is more elliptical• Texture sensor :-1 if the surface is smooth, 1 if it is rough• Weight sensor :-1 if the fruit is > 500g, 1 if is < 500gThe sensor output will then be input to a Neural Networks based classifying system. As an AlEngineer you are supposed to design (draw the architecture and determine the optimal weight Wand bias b) a simple neural network (could be a single perceptron) that can be used to recognize thefruit so that it can be directed to the correct storage bin. As a startup case, the simple network willonly be used for two type of fruit i.e. banana and apple. Employ initial weight W = (0.5 -1.0 -0.5)and b = 0.5. Datasets from the sensor are as follows: banana = (-1, 1, -1); apple = (1, 1, -1).%3D

A produce dealer has a warehouse that stores a variety of fruits. He wants a machine capa of sorting the fruit according to the type. There is a conveyor belt on which the fruit is loaded. then passed through a set of sensors which measure 3 properties of the fruit: shape, texture, weight. The sensor system is somehow rather primitive: Shape sensor : -1 if the fruit is round and 1 if it is more elliptical • Texture sensor :-1 if the surface is smooth, 1 if it is rough Weight sensor :-1 if the fruit is > 500g, 1 if is < 500g

A produce dealer has a warehouse that stores a variety of fruits. He wants a machine capa of sorting the fruit according to the type. There is a conveyor belt on which the fruit is loaded. then passed through a set of sensors which measure 3 properties of the fruit: shape, texture, weight. The sensor system is somehow rather primitive: Shape sensor : -1 if the fruit is round and 1 if it is more elliptical • Texture sensor :-1 if the surface is smooth, 1 if it is rough Weight sensor :-1 if the fruit is > 500g, 1 if is < 500g

Database System Concepts

7th Edition

ISBN:9780078022159

Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Chapter1: Introduction

Section: Chapter Questions

Problem 1PE

See similar textbooks

Similar questions

The structure of the FSM can also be interpreted as a model fora specific walking pattern in a square grid. Supplement it by introducing suitablefrequency counters so that it can be used for predicting the player’s movements.What kind of a software client interface should the FSM have? How can it be usedfor producing randomized square grid walks with respect to the model?
Submit solutions to the following problems in a single pdf document preferably completed using LaTeX. It is likely that you will need to use programming (Python) or a matrix calculator to solve most of the problems. You do not need to submit the code, but you should include explanations of all your conclusions. 1. Suppose a robot mouse is placed in a grid. Each room in the grid has doors that open to all other rooms. One room contains a trap so if the robot mouse enters that room, then the robot loses and the game ends. If the robot mouse makes it to the outside of the grid, then it wins and the game ends. Suppose the grid is 5x5 and the trap is in the third row, third column. When the robot mouse is placed in a room, it randomly selects a move left, right, up, or down until it is either trapped or reaches the outside. Assume that the starting point is never the room with the trap. What is the probability that the robot mouse will win the game? Does it depend on where the mouse begins?…
MATLAB (already have the answer) UPVOTE WILL BE GIVEN. PLEASE SEE THE ATTACHED PHOTO FOR THE QUESTION AND SOLUTION. WHAT YOU WILL DO IS TO INPUT THE SCRIPT IN MATLAB. PLEASE TAKE A SCREENSHOT OF THE SCRIPT AND COMMAND WINDOW.
FACTS: An amplifier, electronic amplifier or amp is an electronic device that can increase the power of a signal. Classification of the amplifier can be done in 3 different ways. • Voltage amplifiers. • Current amplifiers. • Power amplifiers. QUESTION: You've learned in Module 1 that an Amplifier's Output can be positive or negative which is just natural since we're already dealing with AC signals. But, why do we use negative feedback in Amplifiers?
Write a MATLAB program that will plot the following functions on the same graph. a) y1=nsin(2x), with dash-dot line style and yellow color b) y2=3cos(x/2), with blue color x starts from 0 and ends in pi*2 with pi/100 step. 'c character symbol & line color type of symbol or fine suing yellow point magenta circle суan X-mark r red plus + green solid line b blue * star white dotted line k black dashdot line Color, symbol and line type selectors for 2-D plots in MATLAB Copy/paste your code and output below: Important note: Please explain your code step by step using %
Using Microsoft Excel, create a spreadsheet to simulate a finite element analysis of heat transfer in a sheet of metal which is heated to soldering temperature at one corner. Assume that the temperature of any single cell is equal to the average of the temperatures of the four cells which share a side with it. Create a 10 by 10 cell finite element model with the temperature of the top edge (all 10 cells) is held to 20 degrees C, and the temperature along the right side is also held to 20 degrees. Make the lower left corner "hot" -- you can pick a value similar to a that of a soldering iron (look up temperatures of soldering iron tips). You can then add values long the bottom going from high down to 20 degrees, decreasing from left to right -- choose any starting rate you like. You can do the same for the left side, going from 20 degrees at the top and going up to the high temperature you have assigned in the lower left corner. Once you have made sure your spread sheet model…
Chemical reaction rates are proportional to a rate constant, k, which changes with temperature according to the Arrhenius equation k=k0e-Q/RT For a certain reaction Q = 8,000 cal/mole R = 1.987 cal/mole K k 0 = 1200 min 1 k0=1200min-1 For this question you will need to draw a graph in Matlab for the values of k for temperatures from 100 K to 500 K, in 15-degree increments.
The annual snake festival is upon us and all the snakes of the kingdom have gathered to participate in the parade. The chef was tasked with reporting on the parade, so he decided to watch all the snakes first. When he sees the snake first, it will be his head, so he marks the "H". Snakes are long, and when they see the snake finally scurry away, they mark its tail with a "T". In the interim, when the snake is moving around it, or in the time between one snake and the next snake, it marks a '.'. Since the snakes come in a procession and one by one, a valid message would be something like "..H..T...HTH....T.", or "...", or "HT", while "T ...H..H.T", "H..T..H", "H..H..T..T" would be invalid messages (see explanation below). Formally, a snake is represented by an 'H' followed by some (possibly null) '.' and then 'T'. A valid message is one that begins with the (probably zero-length) string '.' and then some (possibly zero) snakes, with some '.'s in between, and finally some (possibly zero)…
Write a python program for printing the cycle if the edge (u,v) of G e E G-T added to T Cycle length must be proportional.
Three guys John, Paul and Peter are on a death row in GA. Governor decided to pardon one of them randomly chosen. He told the name of the pardoned to the gourd. Night before execution, each prisoner is in his own cell and none are supposed to knowwho will be pardoned. John asks the guard to give him the name from the other two who will be executed. Guard answers that Peter will be executed. John gets happier - before the guard gave him the name, his probability to survive was 1/3, and now when he knows that either him or Paul will be pardoned, his probability to survive is higher = 1/2. Is it correct? Should John be happy?(Give YOUR EXPLANATION for the probabilities for John to be pardoned))
A very successful cinema director named "Chef" decided to solve the problem. When a customer wants to buy a ticket, the clerk at the ticket window asks the visitor if he or she needs a rest area, and if so, which one: left, right, or both. We know that in the audience they are expected to appear, their L needs a left-handed position, their R needs a right one, Z does not need a single one and B needs both. Your job is to count the number of people who can attend the show. In the theatre there are N rows with each M seat. There is only one lounge between the two adjacent seats. Seats at the beginning and end of the row have two armrests. Help him using the C++ programming language. Input 1 223211 Output: 4
There are many sensors on a wind turbine, based on each sensor's reading many alerts are generated as (start, end). For easier monitoring, our customer is asking to raise alerts on the turbine level instead of on each sensor. If any sensor is having an alert, there should be an alert for the entire wind turbine. Suppose the alerts created with two sensors readings are [(0,3),(5,10),(1,4),(10,15)], then the turbine level alert should be [(0,4),(5,15)]. Return the alerts sorted by the start timestamp. If there is no alert from the sensor level, return an empty array []. Code needs to be in Python?