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Welcome to LLM4AD Docs!
Getting Started
Installation
Quickstart
Run examples
Online demo
Graphical User Interface (GUI)
Developer Documentation
Platform structure
Base package introduction
base.code
base.evaluate
base.modify_code
base.sample
Base package tutorial
Function, Program, Converter
Evaluation and SecureEvaluator
ModifyCode
LLM and SampleTrimmer
Run your algorithm design task
Specifying your LLM sampler
Method
EoH (Evolution of Heuristics)
MEoH (Multi-objective Evolution of Heuristics)
FunSearch
HillClimb
RandSample
NSGA2
MOEAD
ReEvo
LLaMEA
LHNS
Task
Machine learning
Action Selection Strategy Heuristics
for
Acrobot
Action Selection Strategy Heuristics
for
Mountain Car
Control Strategy for Lunar Lander
Control Strategy for Continuous Mountain Car
Control Strategy for Pendulum Swing-up Problem
Optimization
Constructive Heuristics
for Capacitated Vehicle Routing Problem (CVRP)
Constructive Heuristics
for Open Vehicle Routing Problem (OVRP)
Constructive Heuristics
for
Traveling Salesman Problem (TSP)
Constructive Heuristics
for Vehicle Routing Problem with Time Windows (VRPTW)
Constructive Heuristics for Knapsack Problem
Constructive Heuristics for Quadratic Assignment Problem (QAP)
Constructive Heuristics for Job Shop Scheduling Problem (JSSP)
Constructive Heuristics for Set Covering Problem (SCP)
Constructive Heuristics for Capacitated Facility Location Problem (CFLP)
Constructive Heuristics for 2D Bin Packing Problem
Science discovery
Biology Knowledge Discovery
for
Bacteria Growth
Function Discovery
for
Oridinary Differential Equation
Math Knowledge Discovery
for
Oscillator1
Math Knowledge Discovery
for
Oscillator2
Physics Knowledge Discovery
for
Stress & Strain
Repository
Suggest edit
.rst
.pdf
Base package introduction
Base package introduction
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base.code
base.evaluate
base.modify_code
base.sample
