Levinthal called his paper “Rugged Landscapes” for a reason. Visualizing strategic success as a landscape helps to understand the various complexities. When we think about strategy, we conceptually want to be on the highest part of the landscape; it’s …

Local search in a rugged landscape provides an important source of diversity of organizational forms apart from the external logic of ecological arguments or

Jan 1, 2016 · Rugged landscapes are fitness landscapes with many peaks and valleys. What Are Rugged Landscapes? The notion of fitness landscapes originated in evolutionary biology in the work of Wright (1932) to describe the evolution of organisms and was subsequently formalized and further developed by Kauffman (1993).

Sep 29, 2020 · We develop an agent-based computational model to explore how complexity hinders effective implementation. The model is adapted from the evolutionary biology literature and incorporates three distinct complexities faced in public health practice: dimensionality, ruggedness, and context-specificity.

Feb 5, 2020 · Rugged landscapes are ones where the tallest peak is not self-evident. It takes some searching to find the highest. The Rockies are rugged landscapes. It took a long time to be sure that Mount Elbert was the highest. Difficult challenges like building a nuclear bomb are rugged landscape problems.

Oct 31, 2022 · We use the well known NK model to instantiate rugged landscapes. We show that adaptive walks can reach higher fitness values through inversion mutations, which, compared to point mutations, allows the evolutionary process to escape local fitness peaks.

We draw on the canonical NK model to depict tasks with varying complexity and find strong evidence for a behavioral model of adaptive search. Success narrows down search to the neighborhood of the status quo, whereas failure promotes gradually more exploratory search.

We develop an explanation for these phenomena that turns on the complexity of the environments that firms operate in. We construct a model that formally captures the difficulty of the manager’s problem and show how managers search for good managerial practices by combining theoretical knowledge with practical experience, learning as they go.

We draw on the canonical NK model to depict tasks with varying complexity and find strong evidence for a behavioral model of adaptive search. Success narrows down search to the neighborhood of the status quo, whereas failure promotes gradually more exploratory search.

Jun 25, 2024 · Rugged terrain is craggy, hilly, jagged, and rocky, often creating challenges for exploration and construction. Ruggedness can be seen as a contrast to gentler, more accessible landscapes. Some examples of rugged mountains include Rugged Mountain in British Columbia, which offers breathtaking views of glaciers, lakes, and other rugged features.