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Purpose

This paper discusses the inventory planning of a supply chain, which consists of a manufacturer, distributor and retailer.

Design/methodology/approach

The differential evolution algorithm is developed to minimize the total system‐wide cost, which consists of supply chain inventory capital, supply chain ordering/set‐up cost and supply chain stock‐out cost.

Findings

The differential evolution algorithm helps in determining ordering/production quantity and inventory/service level that should be maintained by each member of the supply chain.

Originality/value

The algorithm developed is useful in increasing the customer service level and in decreasing the inventory level throughout the supply chain.

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