Methanol production technology development pathways under multi-agent stochastic evolutionary game: a complex network perspective

Bo Zhang

doi:10.1016/j.energy.2026.140285

Methanol production technology development pathways under multi-agent stochastic evolutionary game: a complex network perspective

2026-02-01

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DOI：10.1016/j.energy.2026.140285

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Abstract

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• Stochastic evolutionary game reveals methanol technology substitution drivers. • Technology allocation symmetry dictates tripartite evolutionary pathways. • Carbon-subsidy synergy enhances policy enforcement stability. • Spatial ETS heterogeneity drives regional technology differentiation. • Monte Carlo simulation predicts entities' expected revenue.

Keywords:

methanol technology

stochastic evolutionary game

carbon-subsidy synergy

spatial ETS heterogeneity

complex network

Methanol production technology development pathways under multi-agent stochastic evolutionary game: a complex network perspective

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