Evolutionary Algorithms: A Plain‑English Guide

The Big Idea in One Sentence
Let a population of possible solutions compete, keep the best performers, mix their “genes,” and repeat until you get an automation—or model—that works noticeably better.
That’s it. Everything else is detail. Here are the five concepts you need to recognise them in the wild:
Where EAs Already Shine
- Product & process design - From aircraft wings to car chassis.
- AI behaviour in games - Evolving non‑player characters that feel human.
- Optimising invisible parameters - Scheduling train timetables, tuning hyper‑parameters of language models, or even shaving seconds off a robotic arm’s pick‑and‑place cycle.
These examples come straight from the academic world featured in the introductory video—and they map cleanly onto business automation challenges.
How This Helps FlowDevs Clients
- Faster discovery of best‑fit workflows
Instead of hand‑tuning every condition in a Power Automate flow, an EA can explore thousands of variations overnight and surface the most efficient path. - Continuous improvement
Set the algorithm to re‑run weekly on fresh data so your automation keeps up as volumes, customers, or regulations change. - Confidence before rollout
Because each candidate is scored against your real KPIs (speed, cost, error rate), you have measurable evidence that the chosen flow is better than the baseline.
When to Consider an EA with FlowDevs
Getting Started: No PhD Required
- Define a fitness score that matters to you – e.g., seconds saved per transaction.
- Let FlowDevs set up an “evolution loop” using our automation framework—one that spins up variations, tests them safely in a sandbox, and promotes the winners.
- Monitor the dashboard; when the improvement curve levels off, decide whether to lock in the champion flow or launch another generation with new constraints.
Key Takeaways
- Evolutionary algorithms are optimisation engines, not just academic curiosities.
- They complement FlowDevs’ mission to “improve, empower, and automate” by discovering better‑than‑human configurations in complex workflows.
- You don’t need to understand the math—only the five‑step cycle and the outcome: quantifiably smarter automations.
Ready to explore whether an EA can sharpen your next Power Platform or custom‑code project? Book a discovery call with FlowDevs today and let’s evolve your workflow together.
References
Evolutionary Algorithms - Dr. Shahin Rostami
The Big Idea in One Sentence
Let a population of possible solutions compete, keep the best performers, mix their “genes,” and repeat until you get an automation—or model—that works noticeably better.
That’s it. Everything else is detail. Here are the five concepts you need to recognise them in the wild:
Where EAs Already Shine
- Product & process design - From aircraft wings to car chassis.
- AI behaviour in games - Evolving non‑player characters that feel human.
- Optimising invisible parameters - Scheduling train timetables, tuning hyper‑parameters of language models, or even shaving seconds off a robotic arm’s pick‑and‑place cycle.
These examples come straight from the academic world featured in the introductory video—and they map cleanly onto business automation challenges.
How This Helps FlowDevs Clients
- Faster discovery of best‑fit workflows
Instead of hand‑tuning every condition in a Power Automate flow, an EA can explore thousands of variations overnight and surface the most efficient path. - Continuous improvement
Set the algorithm to re‑run weekly on fresh data so your automation keeps up as volumes, customers, or regulations change. - Confidence before rollout
Because each candidate is scored against your real KPIs (speed, cost, error rate), you have measurable evidence that the chosen flow is better than the baseline.
When to Consider an EA with FlowDevs
Getting Started: No PhD Required
- Define a fitness score that matters to you – e.g., seconds saved per transaction.
- Let FlowDevs set up an “evolution loop” using our automation framework—one that spins up variations, tests them safely in a sandbox, and promotes the winners.
- Monitor the dashboard; when the improvement curve levels off, decide whether to lock in the champion flow or launch another generation with new constraints.
Key Takeaways
- Evolutionary algorithms are optimisation engines, not just academic curiosities.
- They complement FlowDevs’ mission to “improve, empower, and automate” by discovering better‑than‑human configurations in complex workflows.
- You don’t need to understand the math—only the five‑step cycle and the outcome: quantifiably smarter automations.
Ready to explore whether an EA can sharpen your next Power Platform or custom‑code project? Book a discovery call with FlowDevs today and let’s evolve your workflow together.
References
Evolutionary Algorithms - Dr. Shahin Rostami
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