Inductive logic programming, Electrical Engineering

Assignment Help:

Inductive Logic Programming :

Now here having studied a non-symbolic approach to machine learning on Artificial Neural Networks then we return to a logical approach, namely Inductive Logic Programming is as "ILP". Thus there as the name suggests that the representation scheme required in this approach is logic programs that we covered in lecture 6. So as a quick overview there is one search strategy for "ILP" systems is to invert rules of deduction and therefore induce hypotheses that may solve the learning problem.

Conversely in order to understand "ILP" there we will define a context for ‘ILP' and then need this to state the machine learning problem being addressed. However following this we will look at the search operators in ‘ILP', in particularly the notion of inverting resolution in order to generate hypotheses. Thus we will judge that how the search is undertaken and run through a session regarding the Progol ILP system. So here we end through looking at some of the applications of "Inductive Logic Programming".


Related Discussions:- Inductive logic programming

Pre-processing requirements - cpld design project , The pre-processing unit...

The pre-processing unit is responsible for taking the conditioned output from the heart sensor and generating a binary count during time T1 of this waveform (datain). It will compr

First generation 1946- 1654 - history of computer, First Generation (1946- ...

First Generation (1946- 1654) In the  first  generation computer  vacuum tubes and valves were used. These computer were very large in size ( thousands of square feet on the fl

Calculate the value of the wavelength, In an electron microscope, a beam of...

In an electron microscope, a beam of electrons is produced by a device called an electron gun. In the electron gun, electrons are 'boiled off' from a heated filament (which is the

Explain the meaning of synchronous counters, Explain the meaning of Synchro...

Explain the meaning of Synchronous Counters? In the synchronous counters the clock inputs of all the flip-flops are connected together and are triggered by the input pulses, the

Different kinds of high-tension fuses and low-tension fuses, Q. Different k...

Q. Different kinds of high-tension fuses and low-tension fuses ? Ans: There are two kinds of fuses they are a) L.V Fuses - 1) HRC cartridge fuses.   - 2) Semi enclosed re

Use of n-channel jfet, Q. Use of N-channel JFET? Generally, N-channel J...

Q. Use of N-channel JFET? Generally, N-channel JFETs are more commonly used than P-channel. With no voltage applied between gate and source, the channel is a wide-open path for

Explain the working of a hartley oscillator, Q. With a neat circuit diagram...

Q. With a neat circuit diagram explain the working of a Hartley oscillator using an npn transistor and obtain the expression for oscillation frequency and for minimum gain for sust

Calculate the maximum motor torque, A 1000-hp, 2300-V, wye-connected, three...

A 1000-hp, 2300-V, wye-connected, three-phase, 60-Hz, 20-pole synchronous motor, for which cylindrical-rotor theory can be used and all losses can be neglected, has a synchronous r

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd