Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 2008 · 156 citations · 39 references
Artificial IntelligenceSecond LawEvolutionary Game TheoryEngineeringNatural SelectionEvolutionary PrincipleThermodynamicsRobot LearningDecision TheoryThermodynamic EquilibriumEvolutionary DynamicAction Model LearningBiologyEmergent PhenomenonPattern FormationEntropyEvolutionary BiologyEquilibrium ThermodynamicsClassical MechanicMedicine
The second law of thermodynamics is a powerful imperative that has acquired several expressions during the past centuries. Connections between two of its most prominent forms, i.e. the evolutionary principle by natural selection and the principle of least action, are examined. Although no fundamentally new findings are provided, it is illuminating to see how the two principles rationalizing natural motions reconcile to one law. The second law, when written as a differential equation of motion, describes evolution along the steepest descents in energy and, when it is given in its integral form, the motion is pictured to take place along the shortest paths in energy. In general, evolution is a non-Euclidian energy density landscape in flattening motion.
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