I'm a pretty big newbie when it comes to optimization. In the current game I'm working on I've managed to optimize a function and shave about 0.5% of its CPU load and that's about as 'awesome' as I've been.
My situation is as follows: I've developed a physics heavy game in MonoTouch using an XNA wrapper library called ExEn and try as I might I've found it very hard to get the game to reach a playable framerate on an iPhone4 (don't even want to think about iPhone3GS at this point).
The performance degradation is almost certainly in the physics calculations, if I turn physics off the framerate jumps up sharply, if I disable everything, rendering, input, audio and just leave physics on performance hovers around 15fps during physics intensive situations.
I used Instruments to profile the performance and this is what I got: http://i.imgur.com/FX25h.png The functions which drain the most performance are either from the physics engine (Farseer) or the ExEn XNA wrapper functions they call (notably Vector2.Max, Vector2.Min).
I looked into those functions and I know wherever it can Farseer is passing values by reference into those functions rather than by value so that's that covered (and it's literally the only way I can think of. The functions are very simple themselves basically amounting to such operations as
return new Vector2(Max(v1.x, v2.x), Max(v1.y, v2.y))
Basically I feel like I'm stuck and in my limited capacity and understanding of code optimizations I'm not sure what my options are or if I even have any options (maybe I should just curl into a fetal position and cry?). With LLVM turned on and built in release I'm getting maybe 15fps at best. I did manage to bring the game up to 30fps by lowering the physics precision but this makes many levels simply unplayable as bodies intersect one another and collapse in on themselves.
So my question is, is this a lost cause or is there anything I can do to beef up performance?
I suppose you follow the performance hints in http://farseerphysics.codeplex.com/documentation already :-)
The most important thing seems to be to reduce complexity for the collision detection calculations, i.e. not the visual but the colliding shapes. In Unijty3D they are called colliders and you can attach a simple cube as a collider to a complex human body. I don't know anything about Fareer but they probably have similar concept (is it called body?).
If possible, try to replace your main character or other complex objects by easy cubes and check if fps raises.
Compiler switches sometimes leverage performance. Be really sure that there are no debug settings activated (I got up to 30 times slower code in a C++ library project). Ensure that armv7 optimisation is turned on and -O3 or -Os
Watch out for logging statements as they are extremely expensive on iPhone
[Update:]
Try to decrease the number of actively calculated AABBs just to find out which part of the physics engine causes the trouble. If it's the pure number follow FFox' advice.
What is about other platforms? Where did you perform the testing during the development phase, on simulator? Which one? Any chance to get it running on Android or Android simulator or Windows Phone? This would give you a hint if it is an iPhone specific problem.
Ah, I just saw that ExEn still is in pre-release state and the final will be launched on July 21th as OS. IMO this changes the situation: If your App is running fine on some other comparable platform, then just wait for the release and give it a new try. Chances are pretty well that there is still debugging code in the pre-release you are working on.
First of all, love your game on Windows Phone 7!
Secondly, I don't see anything out of the ordinary in your profiler output. I did a quick and dirty performance analysis of the Farseer engine once (running in .net) and came up with similar results. It almost looks like you have a slowdown that is proportional across the board and may be due to mono itself.