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Ingress Portal Attack Simulation in R

Posted: July 14th, 2013 | Author: | Filed under: Blog | Tags: , , , | No Comments »

I’ve put together a pretty basic R script that generates portal attack simulations for Ingress. Ultimately I want to use this to generate some optimal resonator placement strategies for specific scenarios but for now it just generates cool simulation pics.

Grab the code on Github. I’d love a pull request if you have something useful to add. Details on how to use it are provided in the README.


Basic Examples

Here are some sample scenarios where the attacker fires 3 level 8 bursters in 2 different firing strategies. The attacker is firing upon what I call a “lazily loaded” portal filled by a single L8 player. That is, a L8 res in the EAST slot, a L7 in NE, L6s in N & NW, L5s in W & SW and L4s in S and SE.

It’s kinda cool to see that the “fire in the center” strategy for L5 and higher bursters isn’t necessarily the best.

Fire straight from the center.

Fire closer to the more powerful resonators.

Nothing fired, just the lazy loading scenario prior to an attack.

Street-Side Portal

I’ve often wondered if I could optimise resonator placement for a portal that sits on a street, prone to drive-bys. The case that came to mind was to put the heavier resonators facing the street (absorbing damage) but also bring them closer to the center, keeping them off the street. In these examples I’ve assumed traffic flows from the west to east, but it doesn’t make a huge difference.

Here’s the “streetside” resonator placement, no attack.

Here’s an attack on the street-side setup. Ouch.

Here’s a comparative attack on a standard “lazy” fill. There’s 27% more damage done in the street-side “optimised” scenario.


Posted: May 1st, 2011 | Author: | Filed under: Projects | Tags: , , | No Comments »

For a while now I’ve been working on an image-sharing site called hehpic.  It’s a work in progress & still has some fairly rough edges but it’s online & available for all to use.

Future development:

  • Browser extensions for easy sharing
  • Public API (there’s a private API now but it’s changing too frequently to be released)
  • More search features
  • Sex up the browsing interface
    • Tag combos (works now, just has to be done manually, use a comma)
    • Paging/Searching/Tag counts
  • Dedicated hosting environment (I love my Dreamhost but it’s probably not going to scale well – I’ll deal with that when/if it happens)

Main issues:

  • Feature poor
  • IE rendering is awful

Check it out.  Upload something.  Make an account.  Subscribe to some feeds.  Comment here.