Evolutionary models’ comparative analysis

نویسنده

  • Witold Kwasnicki
چکیده

A methodology of comparative analysis of evolutionary models is proposed. The main aim of this proposition is to identify to what extend different models can be called ‘evolutionary ones’. Each model is analysed by searching for answers to following questions: • Is the model dynamical one? • Is it focused on far-from-equilibrium analysis? • What are a unit of evolution and a unit of selection? • Is diversity and heterogeneity of economic agents and their behaviour observed? • Is search for innovation based on a concept of hereditary information (knowledge)? • What kinds of innovation does the model describe? • Does selection process lead to diversified rate of growth and spontaneity of development? • How economic agents set prices? • What kind of products are described by the model? • Are decision making procedures and investment procedures present in the model? Outline of selected schumpeterian models is accompanied by identification of crucial evolutionary characteristics of each model and a short indication of phenomena explained by that model. Key-words: Evolutionary economics, neo-schumpeterian models, simulation Since publication of a seminal work by Richard Nelson and Sidney Winter in 1982 evolutionary models proliferated enormously. After two decades of experience it is possible to distinguish two main streams of development within an evolutionary modelling of economic processes. The first one relates to the work of Schumpeter and the second one is based on the concept of cellular automata and relates to a general framework of artificial life and Agentbased Computational Economics (ACE). Intention of this short paper is to propose a comparative analysis of selected models much more from technical point of view then to make a review of evolutionary, neo-schumpeterian models (excellent reviews and surveys of evolutionary models can be found in Dosi et al. (1988), Saviotti, Metcalfe (1991), Nelson

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Soft Computing Methods based on Fuzzy, Evolutionary and Swarm Intelligence for Analysis of Digital Mammography Images for Diagnosis of Breast Tumors

Soft computing models based on intelligent fuzzy systems have the capability of managing uncertainty in the image based practices of disease. Analysis of the breast tumors and their classification is critical for early diagnosis of breast cancer as a common cancer with a high mortality rate between women all around the world. Soft computing models based on fuzzy and evolutionary algorithms play...

متن کامل

Comparative Phylogenetic Perspectives on the Evolutionary Relationships in the Brine Shrimp Artemia Leach, 1819 (Crustacea: Anostraca) Based on Secondary Structure of ITS1 Gene

This is the first study on phylogenetic relationships in the genus Artemia Leach, 1819 using the pattern and sequence of secondary structures of internal transcribed spacer 1 (ITS1). Significant intraspecific variation in the secondary structure of ITS1 rRNA was found in Artemia tibetiana. In the phylogenetic tree based on joined primary and secondary structure sequences, Artemia urmiana and pa...

متن کامل

Verification of an Evolutionary-based Wavelet Neural Network Model for Nonlinear Function Approximation

Nonlinear function approximation is one of the most important tasks in system analysis and identification. Several models have been presented to achieve an accurate approximation on nonlinear mathematics functions. However, the majority of the models are specific to certain problems and systems. In this paper, an evolutionary-based wavelet neural network model is proposed for structure definiti...

متن کامل

Comparative Analysis of Performance and Quality of Prediction Between ESS and ESS-IM

Wildfires cause major damage and losses around the world. Such damages range from human and economical losses to environmental ones. Therefore, having models to predict their behavior can be a key element in the process of firefighting. In this paper, we present a comparative study between two methods we have developed. Both methods use Statistical Analysis, Parallel Evolutionary Algorithms and...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2002