Simon’s scissors: meta-heuristics for decision-makers

IF 4.1 3区 管理学 Q2 BUSINESS
Julian N. Marewski, K. Katsikopoulos, Simone Guercini
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Abstract

PurposeAre there smart ways to find heuristics? What are the common principles behind heuristics? We propose an integrative definition of heuristics, based on insights that apply to all heuristics, and put forward meta-heuristics for discovering heuristics.Design/methodology/approachWe employ Herbert Simon’s metaphor that human behavior is shaped by the scissors of the mind and its environment. We present heuristics from different domains and multiple sources, including scholarly literature, practitioner-reports and ancient texts.FindingsHeuristics are simple, actionable principles for behavior that can take different forms, including that of computational algorithms and qualitative rules-of-thumb, cast into proverbs or folk-wisdom. We introduce heuristics for tasks ranging from management to writing and warfare. We report 13 meta-heuristics for discovering new heuristics and identify four principles behind them and all other heuristics: Those principles concern the (1) plurality, (2) correspondence, (3) connectedness of heuristics and environments and (4) the interdisciplinary nature of the scissors’ blades with respect to research fields and methodology.Originality/valueWe take a fresh look at Simon’s scissors-metaphor and employ it to derive an integrative perspective that includes a study of meta-heuristics.
西蒙的剪刀:决策者的元启发式方法
目的有什么聪明的方法可以找到启发式方法?启发式方法背后的共同原理是什么?我们根据适用于所有启发式方法的见解,提出了启发式方法的综合定义,并提出了发现启发式方法的元启发式方法。我们采用赫伯特-西蒙(Herbert Simon)的比喻,即人类行为是由心灵和环境的剪刀所塑造的。我们介绍了来自不同领域和多种来源的启发式方法,包括学术文献、实践报告和古代典籍。研究结果启发式方法是简单、可操作的行为原则,可以采取不同的形式,包括计算算法和定性的经验法则,以及谚语或民间智慧。我们介绍了从管理到写作和战争等各种任务的启发式方法。我们报告了 13 种用于发现新启发式的元启发式,并确定了这些启发式和所有其他启发式背后的四项原则:这些原则涉及:(1) 多元性;(2) 对应性;(3) 启发式和环境的关联性;(4) 剪刀刀片在研究领域和方法论方面的跨学科性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
8.20
自引率
8.70%
发文量
126
期刊介绍: ■In-depth studies of major issues ■Operations management ■Financial management ■Motivation ■Entrepreneurship ■Problem solving and proactivity ■Serious management argument ■Strategy and policy issues ■Tactics for turning around company crises Management Decision, considered by many to be the best publication in its field, consistently offers thoughtful and provocative insights into current management practice. As such, its high calibre contributions from leading management philosophers and practitioners make it an invaluable resource in the aggressive and demanding trading climate of the Twenty-First Century.
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