Dangerous toys. Too much caffeine. Advanced degree in physics. This isn't going anywhere you want to be.
Tuesday, September 30, 2025
Helene in NC After One Year
Monday, September 29, 2025
An Almost Perfect Minimalist Under-Saddle Bag
Sunday, September 28, 2025
SSTV - Pretty Much There
Thursday, September 25, 2025
Straggler - One Month Review & Commentary
- pro: I really like the 1x11 SRAM Apex drivetrain. And everything else. Almost.
- con: It's been a little bit of a struggle to keep the disc brakes in alignment, between the comfy-but-flexy steel frame, pain-in-the-ass horizontal rear drop-out, and quick-release axles. I've finally got it dialed, but this bike could really benefit from having thru-axle dropouts and hubs.
It now comes in two component levels, which are a $300 and an $800 price jump up from mine. The older version is still available, but if you're looking, go with the new. The thru-axles alone are worth the price jump, though there are some other nice upgrades and improvements to the geometry as well.
Tuesday, September 23, 2025
More 70's than Jimmy Carter on a Moped
Monday, September 22, 2025
Not Really Fall Yet
- new gravel bike, pretty well tuned in now – check
- hiking clothes coated in permethrin and air-dried – check
- next up: getting radios dialed in for trail fun; more on this as events unfold – in progress
Sunday, September 21, 2025
Coffeeneuring for 2025?
Friday, September 19, 2025
Sentience, Self-Awareness, and All That
Thursday, September 18, 2025
Flat Tire Wednesday
Wednesday, September 17, 2025
New Statue of Franklin for Franklin County
Sunday, September 14, 2025
An Interesting Little Collection of Heinlein Short Stories
- Let There Be Light, about the invention of the Douglas-Martin sunscreens that figure so prominently in RAH's Future History series. Glad to finally read it, but I can see why he omitted it from various short story collections throughout his later life. Being his second story published, it's just not all that good.
- The Year of the Jackpot, another stinkeroo, as Heinlein termed his early fumbling works. Still, it has some interesting ideas about what would happen if a mathematician devised a way to predict the future. SHGT anyone?
- Project Nightmare, an early Cold War thriller about a hastily concocted team of psychics staving off nuclear blackmail – if they can just keep from falling asleep.
- Sky Lift, in which a pair of pilots give their all to deliver vital medical supplies – to Pluto.
Friday, September 12, 2025
Weirdness Gap Filled
From Nashville to Apalach
Thursday, September 11, 2025
Telegram?
Sunday, September 7, 2025
Eggbeater Pedal Rebuild Saturday
- Eggbeaters: factory vid | some bike shop guy
- Mallets: factory vid | Park Tool vid
Thursday, September 4, 2025
Gravel On The Block
I had intended to keep this bike for a good while more – hence all the parts. But what I'm doing on a gravel bike these days is closer to mountain biking and these old hip and knee joints aren't getting any younger. Anyway, I hate to see it go, but an unridden bike is a sad horse. Time to move it on down the line.
Monday, September 1, 2025
Punctuated Equilibrium Seems to be the Way of Things
Give me a list of research showing punctuated equilibrium in genetic algorithm simulations of non-biological systems.
Here is a list of relevant research papers that demonstrate or analyze punctuated equilibrium (periods of stasis followed by rapid changes) in genetic algorithm (GA) simulations applied to non-biological systems, such as abstract optimization problems, engineering tasks, or artificial life models. I've focused on studies where the systems are clearly non-biological (e.g., not direct simulations of real biological processes like speciation or genetic drift in organisms). Each entry includes the title, authors, year, a brief description of the GA and system, and how punctuated equilibrium is shown. The list is chronological.
- Punctuated Equilibria in Genetic Search by Michael D. Vose and Gunar E. Liepins (1991). This paper formalizes a simple GA with selection, mutation, and one-point crossover, applied to non-biological search spaces modeled as high-dimensional dynamical systems. Simulations and mathematical analysis show punctuated equilibrium through alternating periods of relative stability (attractors) and sudden rapid evolution when populations shift between basins, supported by eigenvalue computations and trajectory diagrams.
- Genetic Algorithms and Punctuated Equilibria in VLSI by J. P. Cohoon, W. N. Martin, and D. S. Richards (1991). A distributed GA with subpopulation structures is used for the K-partition problem in VLSI (Very Large Scale Integration) chip design, a non-biological engineering optimization task. The approach is inspired by punctuated equilibrium theory, with empirical simulations demonstrating performance advantages from "ecological opportunities" that enable rapid evolutionary bursts after periods of stasis.
- Population-Based Incremental Learning: A Study on Genetic Algorithms and Simulated Annealing by Shumeet Baluja (1994). This work uses Population-Based Incremental Learning (an extension of equilibrium GAs) compared to standard GAs on non-biological optimization problems like numerical functions (e.g., De Jong’s, Griewangk’s), NP-complete tasks (e.g., jobshop scheduling, traveling salesman), and deceptive problems. It demonstrates punctuated equilibrium in parallel GA variants with subpopulations, where stasis in isolated groups is interrupted by migrations leading to rapid improvements, shown via a contrived example where single-population GAs fail but multi-population ones succeed.
- Punctuated Equilibria in Simple Genetic Algorithms for Functions of Unitation by Sangyeop Oh and Hyunsoo Yoon (2000). A simple GA with roulette wheel selection, mutation, and crossover is simulated on non-biological unitation functions (bit-string optimization in bistable potential landscapes). Theoretical analysis via diffusion equations and simulations reveal punctuated equilibrium, with long metastable periods at local optima followed by exponential-duration sudden jumps to global optima, visualized in population mean trajectories and parameter-dependent duration plots.
- Punctuation Equilibrium and Optimization: An A-Life Model by Ravi Jonnal and Anthony Chemero (2000). An evolutionary algorithm evolves artificial neural network weights for controlling a virtual creature in a 2D grid-based simulated environment with resources and obstacles (non-biological artificial life setup). Simulations compare standard and punctuated mutation rates, showing that introducing rare bursts of higher mutation leads to punctuated equilibrium patterns—long stasis interrupted by rapid fitness gains—resulting in significantly higher overall fitness scores.
- Punctuated Equilibrium and Neutral Networks in Genetic Algorithms by David Shorten and Geoff Nitschke (2022). A simple GA is applied to non-biological benchmark optimization functions (11 numerical ones plus Royal Road and Trap functions). Empirical simulations demonstrate punctuated equilibrium as populations explore neutral networks (genotype spaces with stable phenotypes), leading to periods of phenotypic stasis followed by rapid changes when escaping to fitter regions, analyzed via consensus sequences and genotype-phenotype