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Fast and frugal heuristics: What about unfriendly environments?
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Artificial IntelligenceResource EfficiencyEngineeringBehavioral Decision MakingIntelligent SystemsExperimental EconomicsDecision TheoryHeuristics (Combinatorial Optimization)EconomicsCognitive ScienceNegative Cue IntercorrelationsFrugal HeuristicsComputer ScienceMonte Carlo SimulationReasoningHeuristics (Behavioral Economics)Simple HeuristicsHeuristic (Computer Science)BusinessIntelligent Decision MakingResource AllocationDecision ScienceHeuristic Search
Simple heuristics that make us smart offers an impressive compilation of work that demonstrates fast and frugal (one-reason) heuristics can be simple, adaptive, and accurate. However, many decision environments differ from those explored in the book. We conducted a Monte Carlo simulation that shows one-reason strategies are accurate in “friendly” environments, but less accurate in “unfriendly” environments characterized by negative cue intercorrelations, that is, tradeoffs.