Based on evolutionist theories and project management knowledge, a connectionist model based on genetic algorithm is built to simulate innovation process in organizations. Transformation and selection produce micro dynamics to create macro behavior in the agents' population. Results clarify Darwinian Lamarckian adaptation mechanisms as their relation to environment and their interactions. Simulations show the existence of an optimal level of experimentation and selection of projects upstream the innovation process, demonstrate that the efficiency of evolutionist processes is contingent to environment complexity and allow exploring interdependencies and coexistence between two paths of evolution. The model validity is approached through simi...
We present an agent-based model of innovation processes, based upon a theory of innovation by Lane a...
In order to verify the effects of machine learning in a market structure, an evolutionary model cont...
There is increasing appreciation of the role facilitating systems play in innovation. National Innov...
The dilemma between radical and market innovations is unlighted here by a simulation. Following evol...
La papier de la conférence est paru dans la revue "Computational and Mathematical Organization Theor...
This paper describes a multi-agent model built to simulate the process of technological innovation, ...
AbstractHuman-performed innovation processes can be viewed as complex adaptive systems in their own ...
Innovations, commercialized by new or old established firms, located at the core of industrial renew...
Abstract: Innovations, commercialized by new or old established firms, located at the core of indust...
Summary. No matter how commonly the term innovation has been used in eco-nomics, a concrete analytic...
This study proposes a relatively simple computational model of organizational evolution based on the...
In order to verify the effects of machine learning in a market structure, an evolutionary model cont...
An innovation network can be considered as a complex adaptive system with evolution affected by dyna...
Evolutionary arguments are an appropriate approach to the analysis of industry dynamics in a knowled...
The paper elaborates the notion of innovation as an emerging property of complex system dynamics and...
We present an agent-based model of innovation processes, based upon a theory of innovation by Lane a...
In order to verify the effects of machine learning in a market structure, an evolutionary model cont...
There is increasing appreciation of the role facilitating systems play in innovation. National Innov...
The dilemma between radical and market innovations is unlighted here by a simulation. Following evol...
La papier de la conférence est paru dans la revue "Computational and Mathematical Organization Theor...
This paper describes a multi-agent model built to simulate the process of technological innovation, ...
AbstractHuman-performed innovation processes can be viewed as complex adaptive systems in their own ...
Innovations, commercialized by new or old established firms, located at the core of industrial renew...
Abstract: Innovations, commercialized by new or old established firms, located at the core of indust...
Summary. No matter how commonly the term innovation has been used in eco-nomics, a concrete analytic...
This study proposes a relatively simple computational model of organizational evolution based on the...
In order to verify the effects of machine learning in a market structure, an evolutionary model cont...
An innovation network can be considered as a complex adaptive system with evolution affected by dyna...
Evolutionary arguments are an appropriate approach to the analysis of industry dynamics in a knowled...
The paper elaborates the notion of innovation as an emerging property of complex system dynamics and...
We present an agent-based model of innovation processes, based upon a theory of innovation by Lane a...
In order to verify the effects of machine learning in a market structure, an evolutionary model cont...
There is increasing appreciation of the role facilitating systems play in innovation. National Innov...