Very often it's static.

So one of the topics that we cover in this class is optimization, making a program faster but having it compute the same result, and I like optimization a lot.

The first is agent design.

Always Best

Optimize for large files

Best

Optimized

Compaction

Optimize

Optimization

We have to be correct.

So there's plenty of room for creativity in optimization.

We maximized the posterior probability of data logarithmic is a monotonic function, and I put a minus sign over here so the optimization problem becomes a minimization problem.

Making companies deal with their e waste is called Extended Producer Responsibility or Product Takeback.

The goal is to control cancer.

Compact Folder

Compacting database

Here is what I mean, to give you a concrete example, suppose I had a minimization problem that you know minimize over a real number u of u minus 5 squared, plus 1, right.

I'll run your script for 3 or 4 seconds, and after that if it hasn't finished, I'd better stop. that's one of the reasons why optimization is so important, but it also has this security angle.

Unknown Optimization

exception 0 divided by 0 raises an exception.

AutoOpt Could not setup force field....

However, the other two aspects, type safety or type checking and optimization, are still really critical.

So let's try to understand the optimization problem in the context of, what would it take to make this first term in the objective equal to zero, because you know, maybe we'll set C to some huge constant, and this will hope, this should give us additional intuition about what sort of hypotheses a support vector machine learns.

I save it every time we're in this loop.

He is the best for this project.

Here I've changed the middle statement to be b equals 2.

Somehow we come to the conclusion that F(a) is always equal to G(a).

Best chance of keeping those thing out.

Bugfixes and optimizations

Compact Now

So,that's gives us our overall optimization objective function for the Support Vector

Optimum Power Calibration failed.

Performing Optimum Power Calibration

AutoOpt Molecule

Compact the current database project

But often domain specific languages do a better job at it.

Compacts the current database project, so it will take less space and work faster.

In the next video, we'll start to talk about an algorithm for trying to optimize the cost function.

And I'm going to do that by transforming the parse tree directly.

Now let's go and implement this.

This is the critical rule of optimization.

Its not particularly dynamic and it doesn't really change the way you think about programming.

The current project has to be closed before compacting the database. It will be open again after compacting. Do you want to continue?

A serial terminal optimized for logging and file capture