Younes Ben Zaied, Wided Mattoussi, Alessandro Marra
{"title":"Endogenous directed technical change for energy transition","authors":"Younes Ben Zaied, Wided Mattoussi, Alessandro Marra","doi":"10.1016/j.ejor.2025.02.020","DOIUrl":null,"url":null,"abstract":"The finite nature of certain fossil fuels, which are essential inputs in production, imposes a substantial constraint on the economy's long-term growth potential. This paper develops an endogenous directed technical change model under uncertainty regarding the timing of a potential backstop technology discovery. The model directs R&D towards increasing the probability of a technological breakthrough, triggering thereby a transition from a fossil fuel-dependent economy to one powered by cleaner, renewable energy sources. We derive analytical solutions using a general optimal control framework allowing to establish the Pontryagin (maximum principle) first-order optimality conditions, complemented with an adequate numerical assessment to a model of the optimal allocation of national economic resources between consumption, investment, and R&D. We identify the optimal time paths for consumption in both the pre- and post-backstop adoption economies, the depletion rate of fossil fuels, investment in R&D, and the utilization rate of the substitute, under two scenarios: when energy input and physical capital are substitutes in production, and when they are complements.","PeriodicalId":55161,"journal":{"name":"European Journal of Operational Research","volume":"6 1","pages":""},"PeriodicalIF":6.0000,"publicationDate":"2025-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Journal of Operational Research","FirstCategoryId":"91","ListUrlMain":"https://doi.org/10.1016/j.ejor.2025.02.020","RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPERATIONS RESEARCH & MANAGEMENT SCIENCE","Score":null,"Total":0}
引用次数: 0
Abstract
The finite nature of certain fossil fuels, which are essential inputs in production, imposes a substantial constraint on the economy's long-term growth potential. This paper develops an endogenous directed technical change model under uncertainty regarding the timing of a potential backstop technology discovery. The model directs R&D towards increasing the probability of a technological breakthrough, triggering thereby a transition from a fossil fuel-dependent economy to one powered by cleaner, renewable energy sources. We derive analytical solutions using a general optimal control framework allowing to establish the Pontryagin (maximum principle) first-order optimality conditions, complemented with an adequate numerical assessment to a model of the optimal allocation of national economic resources between consumption, investment, and R&D. We identify the optimal time paths for consumption in both the pre- and post-backstop adoption economies, the depletion rate of fossil fuels, investment in R&D, and the utilization rate of the substitute, under two scenarios: when energy input and physical capital are substitutes in production, and when they are complements.
期刊介绍:
The European Journal of Operational Research (EJOR) publishes high quality, original papers that contribute to the methodology of operational research (OR) and to the practice of decision making.