Reconciling explanations for the evolution of evolvability
نویسندگان
چکیده
Evolution’s ability to find innovative phenotypes is an important ingredient in the emergence of complexity in nature. A key factor in this capability is evolvability, or the propensity towards phenotypic variation. Numerous explanations for the origins of evolvability have been proposed, often differing in the role that they attribute to adaptive processes. To provide a new perspective on these explanations, experiments in this paper simulate evolution in gene regulatory networks, revealing that the type of evolvability in question significantly impacts the dynamics that follow. In particular, while adaptive processes result in evolvable individuals, processes that are either neutral or that explicitly encourage divergence result in evolvable populations. Furthermore, evolvability at the population level proves the most critical factor in the production of evolutionary innovations, suggesting that nonadaptive mechanisms are the most promising avenue for investigating and understanding evolvability. These results reconcile a large body of work across biology and inform attempts to reproduce evolvability in artificial settings.
منابع مشابه
From Developmental Constraint to Evolvability How Concepts Figure in Explanation and Disciplinary Identity
The concept of developmental constraint was at the heart of developmental approaches to evolution of the 1980s. While this idea was widely used to criticize neo-Darwinian evolutionary theory, critique does not yield an alternative framework that offers evolutionary explanations. In current Evo-devo the concept of constraint is of minor importance, whereas notions as evolvability are at the cent...
متن کاملIncreasing Evolvability Considered as a Large-Scale Trend in Evolution
Evolvability is the capacity to evolve. This paper introduces a simple computational model of evolvability and demonstrates that, under certain conditions, evolvability can increase indefinitely, even when there is no direct selection for evolvability. The model shows that increasing evolvability implies an accelerating evolutionary pace. It is suggested that the conditions for indefinitely inc...
متن کاملThe Emergence of Canalization and Evolvability in an Open-Ended, Interactive Evolutionary System
Natural evolution has produced a tremendous diversity of functional organisms. Many believe an essential component of this process was the evolution of evolvability, whereby evolution speeds up its ability to innovate by generating a more adaptive pool of offspring. One hypothesized mechanism for evolvability is developmental canalization, wherein certain dimensions of variation become more lik...
متن کاملAdaptation and Ruggedness in an Evolvability Landscape
Evolutionary processes depend on both selection—how fit any given individual may be, and on evolvability—how and how effectively new and fitter individuals are generated over time. While genetic algorithms typically represent the selection process explicitly by the fitness function and the information in the genomes, factors affecting evolvability are most often implicit in and distributed thro...
متن کاملExtended Abstract Software Architecture Evolution – An Integrated Approach in Industry
To improve the capability in being able to understand and analyze systematically software architecture evolution, we introduced in our earlier work a software evolvability model and software architecture evolvability analysis method. This extended abstract reports the integration of the evolvability model and evolvability analysis method in an industrial context.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Adaptive Behaviour
دوره 23 شماره
صفحات -
تاریخ انتشار 2015